{"id":"W4399655047","doi":"10.1177/20592043241259142","title":"A Rapid Review of Designing a Code of Practice for the Music Industry and Mental Health","year":2024,"lang":"en","type":"review","venue":"Music & Science","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code of practice; Mental health; Code (set theory); Psychology; Sociology; Computer science; Engineering ethics; Engineering; Programming language; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07590975,0.001773772,0.004985606,0.01918683,0.002739327,0.01041139,0.004834868,0.007692811,0.008805476],"category_scores_gemma":[0.3220986,0.002165469,0.006313239,0.01329597,0.003805906,0.01373002,0.007189025,0.009071178,0.004138409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01314651,"about_ca_system_score_gemma":0.06151427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007787851,"about_ca_topic_score_gemma":0.02284899,"domain_scores_codex":[0.8884688,0.05159719,0.03203481,0.004095217,0.02210119,0.001702778],"domain_scores_gemma":[0.5916101,0.2328892,0.03424715,0.01417392,0.1205535,0.006526157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001206636,0.0000824302,0.0004081436,0.2772729,0.0005068055,0.0001874478,0.002222067,0.0002178758,0.0004947181,0.0100581,0.1477533,0.5606754],"study_design_scores_gemma":[0.00006689869,0.0001265336,0.0007055093,0.4717848,0.0005636356,0.0002549429,0.0006212314,0.00007500612,0.0001619863,0.002885668,0.5226893,0.000064527],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003943981,0.9299741,0.004466632,0.03940049,0.01829233,0.00198389,0.0005026778,0.0001786038,0.004806895],"genre_scores_gemma":[0.004444546,0.9379907,0.02438851,0.02332837,0.002564671,0.004168564,0.000666907,0.0001755776,0.002272178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07590975,"threshold_uncertainty_score":0.4014539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2129200745699219,"score_gpt":0.4566684270998652,"score_spread":0.2437483525299433,"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."}}