{"id":"W2007067039","doi":"10.1097/nmd.0b013e3181775a2a","title":"Mental Disorder and Threats Made by Noninstitutionalized People With Weapons in the National Comorbidity Survey Replication","year":2008,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"National Comorbidity Survey; Anxiety; Psychiatry; Comorbidity; Mood disorders; Odds ratio; Mood; Anxiety disorder; Medicine; Logistic regression; Psychology; Confidence interval; Impulse (physics); Population; Clinical psychology; Impulse control; Internal medicine; Environmental health","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":[0.0005287697,0.0000882731,0.0001177789,0.00003052341,0.0003294751,0.0000126045,0.0001011955,0.00001565143,0.00005098261],"category_scores_gemma":[0.00002365146,0.0000446984,0.00002653588,0.00008729337,0.0001853056,0.00008638891,0.00002613884,0.0001028216,0.000002194626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002687287,"about_ca_system_score_gemma":0.00003986552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419259,"about_ca_topic_score_gemma":0.000316463,"domain_scores_codex":[0.9991185,0.0002429083,0.0001704312,0.0001008143,0.0002635193,0.000103823],"domain_scores_gemma":[0.9995212,0.000159524,0.0001107641,0.00009295325,0.00004847179,0.00006708113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002209378,0.0006049498,0.9702985,0.000005788586,0.0001215098,0.00002119043,0.006940546,0.000008799404,0.0002430538,0.0002874787,0.01896537,0.0002933997],"study_design_scores_gemma":[0.001634579,0.0001091522,0.9956236,0.00000504369,0.00003635702,0.0003268213,0.001318317,0.00001970126,0.000004252286,0.0001724951,0.0006879814,0.00006167562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919291,0.00421202,0.00001518883,0.003022908,0.00005838356,0.0001908461,0.0001577264,0.000003121949,0.000410767],"genre_scores_gemma":[0.9970328,0.0021006,0.000007478559,0.0005649587,0.00003370985,0.00001181397,0.00004601514,0.000004842302,0.0001978066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532508,"threshold_uncertainty_score":0.2534089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199315045013544,"score_gpt":0.3334482796125023,"score_spread":0.2814551291623669,"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."}}