{"id":"W1489269310","doi":"10.1177/0886260515584339","title":"Recent Suicidality in the General Population","year":2015,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Suicidal ideation; Sexual abuse; Poison control; Suicide prevention; Psychiatry; Population; Injury prevention; Clinical psychology; Psychological abuse; Physical abuse; Psychology; Child abuse; Medicine; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.001231079,0.00009036377,0.000180736,0.0000868955,0.00002940986,0.00001968026,0.0002846498,0.0000447103,0.0001438964],"category_scores_gemma":[0.0001767548,0.00005458355,0.0000842567,0.0001503592,0.00003872241,0.0001072738,0.00002365694,0.000293646,0.00003413975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002134,"about_ca_system_score_gemma":0.00003217482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004670802,"about_ca_topic_score_gemma":0.00009077383,"domain_scores_codex":[0.9987327,0.0002738696,0.0003999432,0.00009912421,0.0003257187,0.0001685813],"domain_scores_gemma":[0.9993176,0.0001078142,0.0002182968,0.0001132548,0.0001858511,0.00005721859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009916007,0.0003506424,0.9012347,0.000005671225,0.0001128779,0.0002952999,0.02494605,0.0000470876,0.0001305774,0.002049545,0.01336805,0.05646784],"study_design_scores_gemma":[0.0008979015,0.0004229553,0.9741846,0.00006135681,0.00002438831,0.0004243157,0.01820304,0.00007030297,0.00003404546,0.002744587,0.002815313,0.0001171283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915708,0.002867805,0.00007378181,0.00189926,0.0009906488,0.00005755449,0.00000205922,0.000004129246,0.002533967],"genre_scores_gemma":[0.9975833,0.0002413056,0.0001429926,0.00159322,0.000375263,0.000003426117,0.000001013821,0.000004921425,0.00005454889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0729499,"threshold_uncertainty_score":0.2225852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751856633315112,"score_gpt":0.3731894920475194,"score_spread":0.2980038287160082,"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."}}