{"id":"W3168925452","doi":"10.1093/jncics/pkab057","title":"Suicide Risk Screening and Suicide Prevention in Patients With Cancer","year":2021,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Psychosocial; Cohort; Poison control; Suicide prevention; Hazard ratio; Standardized mortality ratio; Population; Suicide attempt; Psychiatry; Cohort study; Retrospective cohort study; Injury prevention; Confidence interval; Emergency medicine; Internal medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000135664,0.0002137067,0.0003300885,0.0001085143,0.0001311299,0.00003351836,0.00009062488,0.00008216016,0.00180023],"category_scores_gemma":[0.00002363163,0.0001896221,0.00005409281,0.0003826077,0.00005948322,0.0001245876,0.00007358025,0.000288036,0.00001621818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362857,"about_ca_system_score_gemma":0.00008498385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02091563,"about_ca_topic_score_gemma":0.06282794,"domain_scores_codex":[0.9983684,0.0001219227,0.0002722893,0.000523079,0.0002321623,0.0004820751],"domain_scores_gemma":[0.9993523,0.00007101474,0.0001583537,0.0002713008,0.00006984165,0.00007718163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003359096,0.0001010672,0.9819588,0.00001316548,0.0002348737,0.00003851366,0.001018152,0.00003535997,0.00001031934,0.0001674304,0.0005832796,0.01550313],"study_design_scores_gemma":[0.002931399,0.0001483234,0.9944058,0.00007676129,0.0001010684,0.000002421866,0.0005967778,0.00001391099,0.000391063,0.0004072034,0.0006724132,0.0002528503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850054,0.01048871,0.0002248598,0.0008218993,0.0004993909,0.0002703953,0.00005967266,0.00004872223,0.002580898],"genre_scores_gemma":[0.995773,0.001127577,0.0002366503,0.000400167,0.000204131,0.0001841247,0.00001871894,0.00003726067,0.002018363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04191232,"threshold_uncertainty_score":0.9991122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544354147691484,"score_gpt":0.3232726121401359,"score_spread":0.297829070663221,"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."}}