{"id":"W2142450822","doi":"","title":"Mental illness in homicide-suicide: a review.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homicide; Psychiatry; Mental illness; Depression (economics); Suicide prevention; Major depressive disorder; Medicine; Poison control; Psychology; Substance abuse; Clinical psychology; Mental health; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002249812,0.0001430122,0.0002867439,0.00009311908,0.0002459489,0.00004112671,0.0003334976,0.00009144386,0.0003364314],"category_scores_gemma":[0.0004396219,0.0001346601,0.00009950754,0.0004208538,0.0001781125,0.0005013683,0.00005409679,0.0001664152,0.0001467937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987638,"about_ca_system_score_gemma":0.000048282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682423,"about_ca_topic_score_gemma":0.001886653,"domain_scores_codex":[0.9978256,0.0002471409,0.0003459249,0.0002037063,0.0003695156,0.001008132],"domain_scores_gemma":[0.9992138,0.00009729379,0.0001042583,0.0002337979,0.00003070367,0.0003201994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002187623,0.0002193653,0.7720996,0.00007118945,0.00002028604,0.000007467744,0.01589989,3.944126e-7,0.00001241937,0.0117646,0.01833099,0.1815519],"study_design_scores_gemma":[0.0003642517,0.000002865923,0.6943551,0.0001196164,0.00002339898,0.000002993563,0.001714693,0.000001091275,0.000249994,0.0001803584,0.3026909,0.0002947895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504689,0.01682564,0.000006799133,0.004241265,0.001443438,0.001918351,0.000009755072,0.0001225418,0.1249633],"genre_scores_gemma":[0.9862316,0.008315229,0.0000263307,0.003040422,0.000524896,0.0005364742,0.000008012015,0.00001721132,0.001299877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843599,"threshold_uncertainty_score":0.5491281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107635262000281,"score_gpt":0.2986248054269434,"score_spread":0.2675484528069406,"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."}}