{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006585989,0.0001178933,0.0002632735,0.0005949209,0.0003244718,0.0005404667,0.0002268934,0.0002640429,0.001535218],"category_scores_gemma":[0.006586601,0.0001474754,0.0003985723,0.0008099597,0.0002110949,0.0002752125,0.0004654581,0.0006088089,0.0001289601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090306,"about_ca_system_score_gemma":0.000674204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007348998,"about_ca_topic_score_gemma":0.008371467,"domain_scores_codex":[0.9993227,0.0003036729,0.00007434525,0.00008503947,0.0001270778,0.00008719796],"domain_scores_gemma":[0.995831,0.000791795,0.002363113,0.0001225469,0.0003598919,0.0005317323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000402988,0.00003013889,0.9969735,0.00002191426,0.00003383585,0.00002954882,0.00004861909,0.00002664124,0.00002323598,0.00001092857,0.0001486309,0.002612663],"study_design_scores_gemma":[0.000007401871,0.0001134338,0.9990471,0.00002839571,0.00002242399,0.0001962126,0.0001473908,0.0001996533,0.00003053955,0.00003351118,0.0001708039,0.000003087552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982462,0.0006946897,0.00005453472,0.0002897125,0.000008921364,0.00001488782,0.0002380727,0.000005087319,0.0004479585],"genre_scores_gemma":[0.999379,0.0002378375,0.0000645213,0.00005196807,0.00001073242,0.000008488184,0.0001714995,7.608813e-7,0.0000751682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007348998,"threshold_uncertainty_score":0.01461244,"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."}}