{"id":"W4416343508","doi":"10.1007/978-3-032-06243-7_2","title":"Epidemiology, Ergonomics, and Epigenetics: Performance Traumatic Stress Disorder (PTSD)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Stressor; Traumatic stress; Excellence; Mental health; Context (archaeology); Health care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004011591,0.0004432026,0.001117145,0.0002262894,0.0001375131,0.000005893606,0.0001323986,0.0005832613,0.001306703],"category_scores_gemma":[0.00007441067,0.0003682227,0.0001241398,0.00002653128,0.0002364181,0.00004546861,0.00007956737,0.0006867409,0.0001278476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007485831,"about_ca_system_score_gemma":0.0003033522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000214198,"about_ca_topic_score_gemma":0.0005809561,"domain_scores_codex":[0.9979749,0.00002240592,0.0008897827,0.0005197409,0.0001127216,0.0004804189],"domain_scores_gemma":[0.9984775,0.0003176608,0.0002526899,0.0005741161,0.00007919073,0.0002988367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00085278,0.0001507246,0.1806891,0.0231754,0.0005269053,0.00001709158,0.0007707814,0.00006949245,0.000001394992,0.08057816,0.04313691,0.6700312],"study_design_scores_gemma":[0.00170994,0.0008895252,0.08717501,0.003893339,0.0004091717,0.00004018997,0.0001004115,0.009100989,0.0000116423,0.001266583,0.8946185,0.0007846782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02698245,0.02127689,0.0003448184,0.002014971,0.001470137,0.00130939,0.0001324034,0.000109695,0.9463592],"genre_scores_gemma":[0.01556435,0.04796327,0.002807084,0.009449033,0.001094359,0.00004137069,0.0003018351,0.00007225905,0.9227064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8514816,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617611689508151,"score_gpt":0.3066669613356368,"score_spread":0.2604908444405553,"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."}}