{"id":"W4223585686","doi":"10.1002/bsl.2569","title":"The influence of changes in clinical factors on high‐security forensic custody dispositions","year":2022,"lang":"en","type":"article","venue":"Behavioral Sciences & the Law","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care; McMaster University; University of Toronto","funders":"Public Safety Canada","keywords":"Forensic science; Disposition; Odds; Mental illness; Aggression; Psychiatry; Human factors and ergonomics; Psychology; Forensic psychiatry; Injury prevention; Poison control; Medicine; Clinical psychology; Mental health; Medical emergency; Social psychology; Logistic regression","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001946854,0.0001862384,0.0002507475,0.00009156753,0.001302383,0.00005153157,0.00135001,0.00006630591,0.0001671445],"category_scores_gemma":[0.00002589441,0.0001091702,0.0001181772,0.0008963711,0.002305754,0.0001043784,0.0002554847,0.0005947167,0.00002273186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007948005,"about_ca_system_score_gemma":0.00004645884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841905,"about_ca_topic_score_gemma":0.007460694,"domain_scores_codex":[0.9971696,0.000666828,0.0005053563,0.0004834021,0.0006319654,0.000542837],"domain_scores_gemma":[0.9983634,0.0005576836,0.0003116573,0.00065335,0.00003038058,0.0000835351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002914206,0.001712729,0.2669136,0.000003719491,0.00002713534,0.00002862681,0.008659871,0.0003434037,0.0003717185,0.7031511,0.0130323,0.005464353],"study_design_scores_gemma":[0.0006465558,0.002604661,0.9577466,0.00002852829,0.00005550347,0.00002166485,0.01058022,0.00001417709,0.00007632645,0.01535312,0.01256909,0.0003035705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710706,0.0001043454,5.703443e-7,0.003977971,0.02191456,0.000402797,0.00008737714,0.00003559059,0.002406168],"genre_scores_gemma":[0.9989499,0.000007010388,0.00001663113,0.0006090996,0.0001931602,0.000111702,0.000006841844,0.00001264209,0.00009302096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.690833,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481697342969339,"score_gpt":0.4039740873095857,"score_spread":0.3291571138798923,"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."}}