{"id":"W2078965116","doi":"10.1016/j.ijlp.2008.11.007","title":"Forensic psychiatric inpatients and aggression: An exploration of incidence, prevalence, severity, and interventions by gender","year":2008,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Mental Health & Substance Use Services; Simon Fraser University","funders":"Michael Smith Health Research BC","keywords":"Aggression; Psychiatry; Forensic psychiatry; Psychological intervention; Forensic science; Medicine; Psychiatric hospital; Injury prevention; Poison control; Clinical psychology; Population; Occupational safety and health; Suicide prevention; Mental health; Retrospective cohort study; Psychology; Emergency 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":[0.0004433027,0.0002354018,0.0003388713,0.0003786657,0.00018467,0.00004692471,0.0003227577,0.0001493138,0.0001100978],"category_scores_gemma":[0.00002668859,0.0002131816,0.0001309478,0.0001519242,0.0003699948,0.00123695,0.00008743064,0.0003593251,0.000003041221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002373944,"about_ca_system_score_gemma":0.00005256672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006014288,"about_ca_topic_score_gemma":0.00005244005,"domain_scores_codex":[0.9977276,0.0002047548,0.000977583,0.0003357706,0.0005471861,0.0002070608],"domain_scores_gemma":[0.9981943,0.00007937283,0.001019772,0.0001855617,0.0002936969,0.0002272514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001868516,0.002320521,0.7919291,0.0003957823,0.0009882953,0.00006473158,0.01156257,0.000006007016,0.0002921958,0.05870737,0.1036986,0.02816628],"study_design_scores_gemma":[0.01315903,0.005457424,0.8202024,0.00439941,0.000588963,0.01028403,0.005114944,0.0001240922,0.00009943681,0.128487,0.01073673,0.001346531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391936,0.01606314,0.001207839,0.0006851577,0.04029588,0.0001687291,0.00007820537,0.00001680593,0.002290628],"genre_scores_gemma":[0.9919303,0.002505702,0.003788232,0.0005637244,0.001066277,0.000005672294,0.000014285,0.00002595702,0.00009983962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09296186,"threshold_uncertainty_score":0.8693293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06905706810726035,"score_gpt":0.3649846464746927,"score_spread":0.2959275783674323,"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."}}