{"id":"W2614669043","doi":"10.1097/nmd.0000000000000687","title":"Death by Suicide Within 1 Week of Hospital Discharge","year":2017,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vikram Sarabhai Space Centre; McGill University; Dartmouth College","keywords":"Medicine; Suicide prevention; Occupational safety and health; Medical emergency; Health care; Hospital discharge; Injury prevention; Mental health; Suicide Risk; Psychiatry; Poison control; Emergency medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002405861,0.0001770174,0.0004779527,0.002927545,0.0005807588,0.001017938,0.0004051435,0.0003314717,0.002090841],"category_scores_gemma":[0.01801033,0.0001806558,0.0006102799,0.001762271,0.0003544693,0.0007562984,0.001163062,0.0007563096,0.000623137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181537,"about_ca_system_score_gemma":0.0009542661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005776622,"about_ca_topic_score_gemma":0.01023769,"domain_scores_codex":[0.9964384,0.00109479,0.0008404598,0.0002858812,0.001092026,0.0002486352],"domain_scores_gemma":[0.9791814,0.003878094,0.01223965,0.0008297671,0.002952633,0.000918359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009851234,0.00002558184,0.9664087,0.0003311146,0.0001524034,0.0003868595,0.0008414109,0.00005611019,0.0001100532,0.0001296932,0.002489455,0.02897014],"study_design_scores_gemma":[0.000005364091,0.00009258012,0.9925497,0.0004635931,0.00003136316,0.001163985,0.001926243,0.0001183579,0.0001552457,0.0002061667,0.003267978,0.00001948758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761462,0.008723089,0.00105891,0.001424779,0.0001914421,0.0001766212,0.003170969,0.00008292712,0.009025116],"genre_scores_gemma":[0.9924831,0.003888033,0.0006109383,0.0003110314,0.00008060215,0.00006784986,0.001621873,0.00001441546,0.0009222628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005776622,"threshold_uncertainty_score":0.01272357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907566135829864,"score_gpt":0.3147910086744268,"score_spread":0.2857153473161282,"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."}}