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  {
    "pmid": "40921008",
    "doi": "10.2196/70372",
    "pmc": "PMC12422526",
    "title": "Personalized Interactive Music Systems for Physical Activity and Exercise: Exploratory Systematic Review and Meta-Analysis",
    "authors": [
      "Danso A",
      "Kekäläinen T",
      "Koehler F",
      "Knittle K",
      "Nijhuis P",
      "Burunat I",
      "Neto P",
      "Mavrolampados A",
      "Randall WM",
      "Hansen NC",
      "Ansani A",
      "Rantalainen T",
      "Alluri V",
      "Hartmann M",
      "Schaefer RS",
      "Ihalainen JK",
      "Rousi R",
      "Agres KR",
      "MacRitchie J",
      "Toiviainen P",
      "Saarikallio S",
      "Chastin S",
      "Luck G"
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    "pmid": "38837017",
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    "pmc": null,
    "title": "Musical Neurofeedback Advancements, Feedback Modalities, and Applications: A Systematic Review",
    "authors": [
      "Bhavsar P",
      "Shah P",
      "Sinha S",
      "Kumar D"
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    "journal": "Applied psychophysiology and biofeedback",
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    "type": "Systematic review",
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    "title": "Effectiveness of non-pharmacological interventions in improving sleep quality after cardiac surgery: A systematic review and meta-analysis",
    "authors": [
      "Soh PQP",
      "Wong WHT",
      "Roy T",
      "Tam WWS"
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    "journal": "Journal of clinical nursing",
    "year": 2024,
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      "music-sleep"
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  {
    "pmid": "35980394",
    "doi": "10.1080/09602011.2022.2111314",
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    "title": "Music-based interventions for unilateral spatial neglect: A systematic review",
    "authors": [
      "Long J",
      "Zhang Y",
      "Liu X",
      "Gao Q",
      "Pan M"
    ],
    "journal": "Neuropsychological rehabilitation",
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    "type": "Systematic review",
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      "music-health"
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  {
    "pmid": "35718628",
    "doi": "10.1016/j.aucc.2022.04.006",
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    "title": "Effects of nonpharmacological interventions on sleep improvement and delirium prevention in critically ill patients: A systematic review and meta-analysis",
    "authors": [
      "Kang J",
      "Cho YS",
      "Lee M",
      "Yun S",
      "Jeong YJ",
      "Won YH",
      "Hong J",
      "Kim S"
    ],
    "journal": "Australian critical care : official journal of the Confederation of Australian Critical Care Nurses",
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    "type": "Meta-analysis",
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    "doi": "10.1016/j.sleep.2023.05.004",
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    "title": "The effectiveness of non-pharmacological sleep interventions for improving inpatient sleep in hospital: A systematic review and meta-analysis",
    "authors": [
      "Beswick AD",
      "Wylde V",
      "Bertram W",
      "Whale K"
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    "journal": "Sleep medicine",
    "year": 2023,
    "type": "Meta-analysis",
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    "pmc": "PMC10754598",
    "title": "Different nursing interventions on sleep quality among critically ill patients: A systematic review and network meta-analysis",
    "authors": [
      "Huang D",
      "Li Y",
      "Ye J",
      "Liu C",
      "Shen D",
      "Lv Y"
    ],
    "journal": "Medicine",
    "year": 2023,
    "type": "Meta-analysis",
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    "topics": [
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    "doi": "10.1177/08901171221105862",
    "pmc": "PMC9619252",
    "title": "The Use of Music to Manage Burnout in Nurses: A Systematic Review",
    "authors": [
      "Finnerty R",
      "Zhang K",
      "Tabuchi RA",
      "Zhang K"
    ],
    "journal": "American journal of health promotion : AJHP",
    "year": 2022,
    "type": "Systematic review",
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    "topics": [
      "music-health"
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  {
    "pmid": "36497510",
    "doi": "10.3390/ijerph192315434",
    "pmc": "PMC9741013",
    "title": "A Systematic Review of Scientific Studies on the Effects of Music in People with Personality Disorders",
    "authors": [
      "Haslam R",
      "Heiderscheit A",
      "Himmerich H"
    ],
    "journal": "International journal of environmental research and public health",
    "year": 2022,
    "type": "Systematic review",
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    "topics": [
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  {
    "pmid": "36000763",
    "doi": "10.1002/14651858.CD010459.pub3",
    "pmc": "PMC9400393",
    "title": "Listening to music for insomnia in adults",
    "authors": [
      "Jespersen KV",
      "Pando-Naude V",
      "Koenig J",
      "Jennum P",
      "Vuust P"
    ],
    "journal": "The Cochrane database of systematic reviews",
    "year": 2022,
    "type": "Systematic review",
    "evidence": 5,
    "topics": [
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  {
    "pmid": "33880759",
    "doi": "10.1111/jgs.17149",
    "pmc": null,
    "title": "Effect of music therapy on improving sleep quality in older adults: A systematic review and meta-analysis",
    "authors": [
      "Chen CT",
      "Tung HH",
      "Fang CJ",
      "Wang JL",
      "Ko NY",
      "Chang YJ",
      "Chen YC"
    ],
    "journal": "Journal of the American Geriatrics Society",
    "year": 2021,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
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  {
    "pmid": "31804098",
    "doi": "10.1037/bul0000216",
    "pmc": null,
    "title": "Effects of music in exercise and sport: A meta-analytic review",
    "authors": [
      "Terry PC",
      "Karageorghis CI",
      "Curran ML",
      "Martin OV",
      "Parsons-Smith RL"
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    "journal": "Psychological bulletin",
    "year": 2020,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
      "music-exercise"
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  },
  {
    "pmid": "32599941",
    "doi": "10.3390/ijerph17124564",
    "pmc": "PMC7344562",
    "title": "Effect of Listening to Music on Wingate Anaerobic Test Performance. A Systematic Review and Meta-Analysis",
    "authors": [
      "Castañeda-Babarro A",
      "Marqués-Jiménez D",
      "Calleja-González J",
      "Viribay A",
      "León-Guereño P",
      "Mielgo-Ayuso J"
    ],
    "journal": "International journal of environmental research and public health",
    "year": 2020,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
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  {
    "pmid": "29577344",
    "doi": "10.1111/bjc.12179",
    "pmc": null,
    "title": "This corrosion: A systematic review of the association between alternative subcultures and the risk of self-harm and suicide",
    "authors": [
      "Hughes MA",
      "Knowles SF",
      "Dhingra K",
      "Nicholson HL",
      "Taylor PJ"
    ],
    "journal": "The British journal of clinical psychology",
    "year": 2018,
    "type": "Systematic review",
    "evidence": 5,
    "topics": [
      "music-preference"
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  },
  {
    "pmid": "27524661",
    "doi": "10.1002/14651858.CD006911.pub3",
    "pmc": null,
    "title": "Music interventions for improving psychological and physical outcomes in cancer patients",
    "authors": [
      "Bradt J",
      "Dileo C",
      "Magill L",
      "Teague A"
    ],
    "journal": "The Cochrane database of systematic reviews",
    "year": 2016,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
      "music-health"
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  {
    "pmid": "26270746",
    "doi": "10.1002/14651858.CD010459.pub2",
    "pmc": "PMC9241357",
    "title": "Music for insomnia in adults",
    "authors": [
      "Jespersen KV",
      "Koenig J",
      "Jennum P",
      "Vuust P"
    ],
    "journal": "The Cochrane database of systematic reviews",
    "year": 2015,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
      "music-health"
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  },
  {
    "pmid": "26439374",
    "doi": "10.1002/14651858.CD008808.pub2",
    "pmc": "PMC6517220",
    "title": "Non-pharmacological interventions for sleep promotion in the intensive care unit",
    "authors": [
      "Hu RF",
      "Jiang XY",
      "Chen J",
      "Zeng Z",
      "Chen XY",
      "Li Y",
      "Huining X",
      "Evans DJ"
    ],
    "journal": "The Cochrane database of systematic reviews",
    "year": 2015,
    "type": "Meta-analysis",
    "evidence": 5,
    "topics": [
      "music-sleep"
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  },
  {
    "pmid": "40459015",
    "doi": "10.1111/nicc.70072",
    "pmc": "PMC12131288",
    "title": "The Effect of Music and Eye Masks on Sleep Quality and Delirium in Abdominal Surgery Intensive Care Patients: Randomized Controlled Trial",
    "authors": [
      "Topal T",
      "Sürme Y"
    ],
    "journal": "Nursing in critical care",
    "year": 2025,
    "type": "Randomised controlled trial",
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    "topics": [
      "music-sleep"
    ]
  },
  {
    "pmid": "39098085",
    "doi": "10.1016/j.ctcp.2024.101885",
    "pmc": null,
    "title": "Effects of personalized music listening on post-stroke cognitive impairment: A randomized controlled trial",
    "authors": [
      "Fan LP",
      "Quijano-Ruiz A",
      "Wang C",
      "Zhao HW",
      "Wang DN",
      "Wu HM",
      "Liu L",
      "Zhan YH",
      "Zhou XB"
    ],
    "journal": "Complementary therapies in clinical practice",
    "year": 2024,
    "type": "Randomised controlled trial",
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    "topics": [
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  },
  {
    "pmid": "38867708",
    "doi": "10.1177/07334648241257797",
    "pmc": null,
    "title": "A Personalized Music Intervention in Nursing Home Residents Living With Dementia: Findings From a Randomized Study",
    "authors": [
      "Inoue M",
      "Ihara ES",
      "Layman S",
      "Li MH",
      "Nosrat S",
      "Mehak S",
      "Barrett K",
      "Magee C",
      "McNally KA",
      "Moore M",
      "Tompkins CJ"
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    "journal": "Journal of applied gerontology : the official journal of the Southern Gerontological Society",
    "year": 2024,
    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "38455446",
    "doi": "10.52082/jssm.2024.258",
    "pmc": "PMC10915614",
    "title": "Music Timing Differentiates Fatigue Perception and Performance during Isometric Strength Exercises: A Crossover Randomised Trial",
    "authors": [
      "Poon ET",
      "Kwan WL",
      "Chow CC",
      "Chan DKC"
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    "journal": "Journal of sports science & medicine",
    "year": 2024,
    "type": "Randomised controlled trial",
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  {
    "pmid": "39294266",
    "doi": "10.1038/s41598-024-72882-2",
    "pmc": "PMC11411120",
    "title": "The impact of different music genres on pain tolerance: emphasizing the significance of individual music genre preferences",
    "authors": [
      "Van der Valk Bouman ES",
      "Becker AS",
      "Schaap J",
      "Berghman M",
      "Oude Groeniger J",
      "Van Groeningen M",
      "Vandenberg F",
      "Geensen R",
      "Jeekel J",
      "Klimek M"
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    "journal": "Scientific reports",
    "year": 2024,
    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "39707982",
    "doi": "10.1515/sjpain-2024-0070",
    "pmc": null,
    "title": "Pain perception while listening to thrash heavy metal vs relaxing music at a heavy metal festival - the CoPainHell study - a factorial randomized non-blinded crossover trial",
    "authors": [
      "Welling AH",
      "Nathansen AB",
      "Pitter SELT",
      "Mølgaard J",
      "Dickenson AH",
      "Aasvang EK"
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    "journal": "Scandinavian journal of pain",
    "year": 2024,
    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "35426762",
    "doi": "10.1080/02701367.2021.2024124",
    "pmc": null,
    "title": "Listening to Fast-Tempo Music Improves Physical Performance in Recreational Swimmers",
    "authors": [
      "Aburto-Corona JA",
      "Romero-Torres JA",
      "Montero-Herrera B",
      "Hutchinson JC"
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    "journal": "Research quarterly for exercise and sport",
    "year": 2023,
    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "30550400",
    "doi": "10.1519/JSC.0000000000002984",
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    "title": "Self-Selected Motivational Music on the Performance and Perceived Exertion of Runners",
    "authors": [
      "Clark JC",
      "Baghurst T",
      "Redus BS"
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    "journal": "Journal of strength and conditioning research",
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    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "33022148",
    "doi": "10.1002/acn3.51217",
    "pmc": "PMC7664275",
    "title": "Vocal music enhances memory and language recovery after stroke: pooled results from two RCTs",
    "authors": [
      "Sihvonen AJ",
      "Leo V",
      "Ripollés P",
      "Lehtovaara T",
      "Ylönen A",
      "Rajanaro P",
      "Laitinen S",
      "Forsblom A",
      "Saunavaara J",
      "Autti T",
      "Laine M",
      "Rodríguez-Fornells A",
      "Tervaniemi M",
      "Soinila S",
      "Särkämö T"
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    "journal": "Annals of clinical and translational neurology",
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    "type": "Randomised controlled trial",
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    "topics": [
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  {
    "pmid": "31818058",
    "doi": "10.23736/S0022-4707.19.10228-9",
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    "title": "The effect of music on anaerobic exercise performance and muscular endurance",
    "authors": [
      "Cutrufello PT",
      "Benson BA",
      "Landram MJ"
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    "journal": "The Journal of sports medicine and physical fitness",
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  {
    "pmid": "30003367",
    "doi": "10.1007/s10339-018-0872-7",
    "pmc": null,
    "title": "The influence of induced mood on music preference",
    "authors": [
      "Xue C",
      "Li T",
      "Yin S",
      "Zhu X",
      "Tan Y"
    ],
    "journal": "Cognitive processing",
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    "type": "Randomised controlled trial",
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      "music-preference"
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  {
    "pmid": "25303170",
    "doi": null,
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    "title": "Pre-task music improves swimming performance",
    "authors": [
      "Smirmaul BP",
      "Dos Santos RV",
      "Da Silva Neto LV"
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    "type": "Randomised controlled trial",
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  {
    "pmid": "25796036",
    "doi": "10.1016/j.atherosclerosis.2015.03.010",
    "pmc": null,
    "title": "Music decreases aortic stiffness and wave reflections",
    "authors": [
      "Vlachopoulos C",
      "Aggelakas A",
      "Ioakeimidis N",
      "Xaplanteris P",
      "Terentes-Printzios D",
      "Abdelrasoul M",
      "Lazaros G",
      "Tousoulis D"
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    "journal": "Atherosclerosis",
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    "type": "Randomised controlled trial",
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  {
    "pmid": "24009169",
    "doi": "10.1093/geront/gnt100",
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    "title": "Cognitive, emotional, and social benefits of regular musical activities in early dementia: randomized controlled study",
    "authors": [
      "Särkämö T",
      "Tervaniemi M",
      "Laitinen S",
      "Numminen A",
      "Kurki M",
      "Johnson JK",
      "Rantanen P"
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    "journal": "The Gerontologist",
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    "type": "Randomised controlled trial",
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  {
    "pmid": "18287122",
    "doi": "10.1093/brain/awn013",
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    "title": "Music listening enhances cognitive recovery and mood after middle cerebral artery stroke",
    "authors": [
      "Särkämö T",
      "Tervaniemi M",
      "Laitinen S",
      "Forsblom A",
      "Soinila S",
      "Mikkonen M",
      "Autti T",
      "Silvennoinen HM",
      "Erkkilä J",
      "Laine M",
      "Peretz I",
      "Hietanen M"
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    "journal": "Brain : a journal of neurology",
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    "type": "Randomised controlled trial",
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  {
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    "title": "Music improves sleep quality in students",
    "authors": [
      "Harmat L",
      "Takács J",
      "Bódizs R"
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    "journal": "Journal of advanced nursing",
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    "title": "Relationship between exercise heart rate and music tempo preference",
    "authors": [
      "Karageorghis CI",
      "Jones L",
      "Low DC"
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    "title": "Exposure effects on music preference and recognition",
    "authors": [
      "Peretz I",
      "Gaudreau D",
      "Bonnel AM"
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  {
    "pmid": "34595510",
    "doi": "10.1093/eurpub/ckab042",
    "pmc": "PMC8846327",
    "title": "Effectiveness of music therapy for autism spectrum disorder, dementia, depression, insomnia and schizophrenia: update of systematic reviews",
    "authors": [
      "Gassner L",
      "Geretsegger M",
      "Mayer-Ferbas J"
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    "journal": "European journal of public health",
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    "authors": [
      "Smirmaul BP"
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    "title": "Can music preference indicate mental health status in young people?",
    "authors": [
      "Baker F",
      "Bor W"
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    "title": "Streaming Uniformity and Language Diversity on Netflix and Prime Video Streaming Platforms",
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