{"id":"W2783793055","doi":"10.1016/j.genhosppsych.2018.08.002","title":"Are suicide attempters more impulsive than suicide ideators?","year":2018,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"Dr Mortimer and Theresa Sackler Foundation","keywords":"Suicide prevention; Poison control; Psychology; Occupational safety and health; Injury prevention; Human factors and ergonomics; Suicide attempt; Psychiatry; Medical emergency; Medicine; Clinical psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002034563,0.0006280181,0.0006226139,0.0002270895,0.0004707382,0.00007716304,0.0006406157,0.0003076219,0.001174267],"category_scores_gemma":[0.00005344909,0.0005711371,0.0004341963,0.0004664846,0.0004768915,0.0002058335,0.0002137045,0.0004050473,0.002839332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008166577,"about_ca_system_score_gemma":0.00005918429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335802,"about_ca_topic_score_gemma":0.00100648,"domain_scores_codex":[0.9965497,0.0001204972,0.0006355288,0.001073886,0.0004229547,0.001197441],"domain_scores_gemma":[0.9978963,0.00007108323,0.0004605866,0.001028518,0.0002252901,0.0003182384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547303,0.0001968931,0.856996,0.00001788702,0.0004887549,0.00006141364,0.002429554,0.000002680373,0.0001026272,0.00267148,0.135926,0.0009519181],"study_design_scores_gemma":[0.001473963,0.0008287762,0.9808671,0.00003349812,0.0001331043,0.00002957274,0.009036134,0.00001173386,0.0002526695,0.003807918,0.002594517,0.0009310452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632074,0.003544159,0.0001115693,0.006099112,0.01476096,0.0004938659,0.00009644665,0.0003340284,0.0113525],"genre_scores_gemma":[0.9807931,0.00003226491,0.001526004,0.00728646,0.0058546,0.0001124427,0.00004471773,0.0001231129,0.004227346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333315,"threshold_uncertainty_score":0.9997388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904297258362208,"score_gpt":0.3137040694464818,"score_spread":0.2946610968628597,"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."}}