{"id":"W6977625500","doi":"10.69088/2024/prvl3","title":"Prevalence of musculoskeletal disorders in symphonic orchestra’s musicians: A cross-sectional study in Italy","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Violin; Incidence (geometry); Multidisciplinary approach; Psychological intervention; Musculoskeletal disorder; Rehabilitation; Symphony; Health professionals","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007541512,0.000244278,0.0003349571,0.001316466,0.0003154477,0.000627035,0.0003416835,0.0005628309,0.001953414],"category_scores_gemma":[0.001400246,0.0002830912,0.0003386227,0.0009103843,0.0003376788,0.0003604649,0.0003975578,0.0002295654,0.0004244776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765415,"about_ca_system_score_gemma":0.0003259379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007441579,"about_ca_topic_score_gemma":0.0102617,"domain_scores_codex":[0.9994903,0.0001224227,0.00005588961,0.0001209185,0.000100564,0.0001099276],"domain_scores_gemma":[0.9990931,0.0001455197,0.0004054782,0.00006489143,0.0000973273,0.0001938008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003370223,0.0000482158,0.9985014,0.00001574421,0.00002081683,0.0000762616,0.0001993656,0.000008446716,0.0001591537,0.000006214731,0.00007577652,0.0008548498],"study_design_scores_gemma":[0.000001957369,0.0000491479,0.999569,0.000003843498,0.00000646584,0.0001294033,0.0001475083,0.0000146279,0.000008087065,0.000001689773,0.0000671598,0.000001029431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988084,0.0002671894,0.00004717284,0.0000451917,0.000004727113,0.00001813381,0.0001853353,0.000003563346,0.0006202342],"genre_scores_gemma":[0.9992763,0.0002084,0.00007368734,0.0000478931,0.00001752853,0.00001769073,0.0002046287,0.000001454321,0.000152431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007441579,"threshold_uncertainty_score":0.01479656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874905250283211,"score_gpt":0.5733633245078956,"score_spread":0.3858727994795745,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}