{"id":"W4403307718","doi":"10.7202/1113316ar","title":"Musicians’ Health and Wellness Resources in Canadian Post-Secondary Music Programs","year":2024,"lang":"en","type":"article","venue":"Revue musicale OICRM","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009491832,0.0002539633,0.0002972007,0.002399686,0.005396972,0.001882036,0.001297191,0.0004289586,0.007056091],"category_scores_gemma":[0.002947014,0.0002249772,0.0003024135,0.003845712,0.001016848,0.0004400061,0.001955467,0.0009169552,0.0002927182],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03008725,"about_ca_system_score_gemma":0.05769307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806836,"about_ca_topic_score_gemma":0.9944584,"domain_scores_codex":[0.9983422,0.0001042754,0.00002994589,0.00009803712,0.0004359614,0.0009896394],"domain_scores_gemma":[0.9960871,0.0001582639,0.0004437529,0.00004069627,0.0006850083,0.002585199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002584633,0.0005934256,0.8558975,0.0003229065,0.00004928499,0.000494432,0.0293222,0.0001301125,0.0007875033,0.001573944,0.009397062,0.1011731],"study_design_scores_gemma":[0.000008828683,0.0000615527,0.9718711,0.0001093302,0.00001370771,0.00005005277,0.0211338,0.0001036147,0.00007965115,0.00005248889,0.006502383,0.00001349705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858195,0.0006379107,0.00004286876,0.001435761,0.00002492499,0.00006213714,0.0006014988,0.00001147021,0.01136394],"genre_scores_gemma":[0.9961668,0.000630066,0.000106512,0.0002144932,0.00001151392,0.00002181437,0.0002839385,0.000004442622,0.002560437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9699128,"threshold_uncertainty_score":0.2182993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305736020761282,"score_gpt":0.27425742929681,"score_spread":0.2512000690891972,"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."}}