{"id":"W2791872962","doi":"10.1080/14999013.2018.1431339","title":"A Prospective Examination of the Predictive Validity of Five Structured Instruments for Inpatient Violence in a Secure Forensic Hospital","year":2018,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Checklist; Predictive validity; Forensic science; Risk assessment; Medicine; Psychopathy; Psychopathy Checklist; Scale (ratio); Risk management tools; Psychiatry; Emergency medicine; Psychology; Injury prevention; Medical emergency; Poison control; Clinical psychology; Antisocial personality disorder; Computer security; Personality","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006268806,0.000478742,0.0003680528,0.001634209,0.0008061819,0.0009632651,0.0005383029,0.0004987381,0.001427558],"category_scores_gemma":[0.02864605,0.0005888958,0.0005452593,0.001034511,0.0008785219,0.0009368985,0.001329107,0.001436502,0.0003440275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798575,"about_ca_system_score_gemma":0.001098437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893249,"about_ca_topic_score_gemma":0.003199276,"domain_scores_codex":[0.9964914,0.001512807,0.0004106138,0.000317,0.00085547,0.000412699],"domain_scores_gemma":[0.9771591,0.007624388,0.008346685,0.002256124,0.002913943,0.001699716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003106491,0.00008672753,0.9988746,0.000002109996,0.00001400872,0.00002233914,0.0001534139,0.00002167372,0.000023774,0.00003367511,0.00002424766,0.0007123774],"study_design_scores_gemma":[0.000006924933,0.0004383021,0.9977295,0.00001553093,0.00001433535,0.0001833307,0.0008191697,0.0004916954,0.00009975856,0.00006536121,0.0001284559,0.000007789944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999328,0.00004485428,0.0001638968,0.00003386347,0.000007299489,0.00002101109,0.00008319381,0.000002990668,0.00031497],"genre_scores_gemma":[0.999514,0.00003121473,0.0001705477,0.00001120186,0.000004661517,0.00001458486,0.0001779583,0.000001634936,0.00007418503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006268806,"threshold_uncertainty_score":0.033153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184995849859477,"score_gpt":0.3342472373405219,"score_spread":0.3157476523545742,"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."}}