{"id":"W2092477885","doi":"10.1016/j.genhosppsych.2011.08.016","title":"Prospective study of risk factors for increased suicide ideation and behavior following recent discharge","year":2011,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University of British Columbia; University of Northern British Columbia","keywords":"Suicidal ideation; Suicide prevention; Suicide attempt; Poison control; Prospective cohort study; Depression (economics); Injury prevention; Psychiatry; Medicine; Risk factor; Cohort study; Impulsivity; Psychology; Clinical psychology; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001894488,0.0002561009,0.0003670405,0.0001071696,0.0002105304,0.00001302152,0.0001326189,0.00009663249,0.00009364573],"category_scores_gemma":[0.00005365622,0.0002160638,0.0001575079,0.0001601491,0.0000419909,0.0001189212,0.00005343643,0.000133914,0.000006233301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002614373,"about_ca_system_score_gemma":0.00001949023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518099,"about_ca_topic_score_gemma":0.0007307125,"domain_scores_codex":[0.9985213,0.00008775907,0.0004116657,0.0004910997,0.0001656532,0.0003225003],"domain_scores_gemma":[0.9992293,0.0000632551,0.000236861,0.0002952886,0.00008651934,0.0000888279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001953567,0.002357198,0.9745654,0.000008363601,0.0004041915,0.000001706752,0.0206008,2.070111e-7,0.00004760942,0.0008806432,0.0002748816,0.0006636433],"study_design_scores_gemma":[0.002662964,0.002075393,0.971287,0.00000419208,0.0005559897,6.271712e-7,0.02101147,0.000002023134,0.0001454469,0.001987328,0.000006074607,0.0002614594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931623,0.001070854,0.00005542042,0.00002245468,0.003112778,0.001811502,0.0001089254,0.00006292393,0.0005928547],"genre_scores_gemma":[0.997829,0.00002922214,0.001316092,0.00002646171,0.0001961268,0.0004652267,0.00003074919,0.00003923601,0.00006789888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0046667,"threshold_uncertainty_score":0.8810825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898001863305529,"score_gpt":0.3063624813782861,"score_spread":0.2773824627452308,"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."}}