{"id":"W4385186021","doi":"10.2196/42803","title":"Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Medicine; Veterans Affairs; Psychiatry; Injury prevention; Poison control; Occupational safety and health; Comorbidity; Suicide prevention; Cohort; Marital status; Population; Emergency medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007544797,0.0003040716,0.000431798,0.0009709094,0.0007882809,0.0009048199,0.0006573955,0.0003818785,0.001030092],"category_scores_gemma":[0.00216375,0.0006011288,0.0007014694,0.001881406,0.0002892656,0.0006033004,0.0008329537,0.0008265718,0.0002677558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041846,"about_ca_system_score_gemma":0.001724006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06748455,"about_ca_topic_score_gemma":0.0835004,"domain_scores_codex":[0.9992195,0.0001031896,0.0001196144,0.000236597,0.0001610272,0.0001600602],"domain_scores_gemma":[0.998513,0.0000933463,0.0006763309,0.0001620545,0.0003470827,0.0002081492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003930683,0.00002468249,0.9988359,0.00001497269,0.00006770646,0.00004342054,0.00008981059,0.00001721953,0.0000402455,0.00001934443,0.0003842128,0.0004231991],"study_design_scores_gemma":[0.00001152095,0.00005708632,0.9980702,0.00003751167,0.00007236724,0.0002733091,0.0006305103,0.0001448496,0.00004039831,0.00002242014,0.0006333283,0.000006514617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931558,0.0003739356,0.0001244897,0.00006081411,0.00002233595,0.00006201651,0.005807308,0.00000721871,0.0003860546],"genre_scores_gemma":[0.9939965,0.0004239367,0.000182612,0.0001053878,0.00002062441,0.00008871808,0.004921378,0.000006566447,0.000254325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06748455,"threshold_uncertainty_score":0.1341835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047791239713533,"score_gpt":0.3621229421382745,"score_spread":0.3143317024247415,"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."}}