{"id":"W7132986067","doi":"","title":"Understanding Organist Occupational Injury: An Epidemiological Study of Canadian Organists","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Face (sociological concept); Occupational safety and health; Injury prevention; Human factors and ergonomics; Epidemiology; Suicide prevention; Poison control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001986859,0.0006806746,0.001496512,0.001594089,0.001483065,0.00003580598,0.0004825304,0.0005836064,0.03664451],"category_scores_gemma":[0.0008499919,0.0006773778,0.000125194,0.002432207,0.00012598,0.0001321608,0.00005820557,0.001643756,0.00007901584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246094,"about_ca_system_score_gemma":0.007297209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5024074,"about_ca_topic_score_gemma":0.5708873,"domain_scores_codex":[0.9946542,0.0008134257,0.001407739,0.0009787023,0.001049424,0.001096494],"domain_scores_gemma":[0.9959856,0.0003834506,0.0009917474,0.0008124255,0.0003268858,0.001499868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01085788,0.004663541,0.6696485,0.003528627,0.0007565501,0.0003446362,0.2642447,0.0003752498,0.002059353,0.01109739,0.03123047,0.001193108],"study_design_scores_gemma":[0.003121988,0.01533612,0.4586664,0.0004081305,0.0006608663,0.00002974264,0.499958,0.001049097,0.0001652442,0.0001588237,0.01932842,0.00111712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821072,0.0002868592,0.00003838385,0.000787189,0.004313738,0.002334546,0.0001980875,0.00004959604,0.009884447],"genre_scores_gemma":[0.991003,0.0003631748,0.0001055907,0.001202249,0.001102302,0.00007493144,0.003652088,0.0001000441,0.002396567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2357133,"threshold_uncertainty_score":0.9998169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695330458361646,"score_gpt":0.4576924226923496,"score_spread":0.188159376856185,"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."}}