{"id":"W4297178971","doi":"10.1016/j.chest.2022.09.022","title":"Clinical Markers Associated With Risk of Suicide or Drug Overdose Among Individuals With Smoking Exposure","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institutes of Health; U.S. Department of Defense; Sanofi; Regeneron Pharmaceuticals; United Therapeutics Corporation; Teva Pharmaceutical Industries; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; AstraZeneca; Mylan; COPD Foundation; GlaxoSmithKline; Sunovion","keywords":"Medicine; COPD; Spirometry; Prospective cohort study; Cigarette smoking; Environmental health; Internal medicine; Psychiatry; Emergency medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315118,0.0003103323,0.0003938638,0.001000365,0.0006312576,0.001109671,0.0002475282,0.0007538735,0.001613218],"category_scores_gemma":[0.00262551,0.0002948781,0.0005269535,0.001010636,0.0003204082,0.000462733,0.000440822,0.001078169,0.0002126084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078197,"about_ca_system_score_gemma":0.0003342305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508531,"about_ca_topic_score_gemma":0.004368479,"domain_scores_codex":[0.9995968,0.0001477508,0.00004408087,0.00006697522,0.00007142207,0.00007309997],"domain_scores_gemma":[0.9984192,0.0004080758,0.0005653522,0.00009354623,0.0001769138,0.0003369937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681084,0.000110009,0.9987466,0.000005226069,0.00006246135,0.00006040172,0.00006682597,0.000007076841,0.000199024,0.00001094087,0.0000182371,0.0005450564],"study_design_scores_gemma":[0.000004277469,0.0001507789,0.999387,0.000002731347,0.00004494454,0.000105911,0.0001622089,0.00003609866,0.00004041899,0.00002044962,0.00004303449,0.000002131045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990702,0.0002923016,0.000036522,0.00003626334,0.000006621141,0.000006965244,0.00006909027,0.00000147377,0.0004804589],"genre_scores_gemma":[0.9994313,0.0001212173,0.0000389625,0.00002613365,0.00001279777,0.000004298375,0.00008028885,8.871043e-7,0.0002841925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003508531,"threshold_uncertainty_score":0.006976247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418900294785665,"score_gpt":0.3271312658378288,"score_spread":0.2852412363592623,"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."}}