{"id":"W2090116998","doi":"10.4088/jcp.13m08879","title":"Method of Suicide Attempt and Reaction to Survival as Predictors of Repeat Suicide Attempts","year":2014,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Suicide attempt; Suicide prevention; Depression (economics); Poison control; Psychiatry; Injury prevention; Suicide methods; Medicine; Odds ratio; Human factors and ergonomics; Logistic regression; Occupational safety and health; Demography; Psychology; Medical emergency; Suicide rates; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001293838,0.0003691086,0.0002781704,0.0007289189,0.0003219988,0.0005910728,0.0005222519,0.0005125295,0.002268771],"category_scores_gemma":[0.01049327,0.0001859398,0.0006181175,0.000550182,0.0002818696,0.0003686378,0.0005965184,0.001217673,0.0002382751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232688,"about_ca_system_score_gemma":0.0006542048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326285,"about_ca_topic_score_gemma":0.0181621,"domain_scores_codex":[0.9994451,0.0001842784,0.0000896394,0.00006337403,0.0001453068,0.00007220631],"domain_scores_gemma":[0.992413,0.001543693,0.004017297,0.0002668742,0.0005921897,0.001166903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003490319,0.0000227433,0.9991683,0.000005631628,0.00004357929,0.00003729554,0.00005112643,0.00004134221,0.00002192582,0.00000540057,0.00003823573,0.0005295802],"study_design_scores_gemma":[0.000002536973,0.00006480387,0.9991819,0.00001180083,0.00001914428,0.0001888415,0.0001802176,0.000273169,0.00001883572,0.0000126149,0.00004202315,0.000004036052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990208,0.0002819895,0.00006099807,0.000115108,0.000008138009,0.00001036762,0.0001802639,0.00000464669,0.0003177265],"genre_scores_gemma":[0.9994441,0.0001009119,0.00009128941,0.00001491042,0.000008817668,0.000005749477,0.0001913013,0.000001772685,0.0001412401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01326285,"threshold_uncertainty_score":0.0263713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07942823215115227,"score_gpt":0.449070733140852,"score_spread":0.3696425009896998,"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."}}