{"id":"W4388140314","doi":"10.1177/00938548231208206","title":"Clinical Override Use With the Youth Level of Service/Case Management Inventory: Predictive Validity and Factors Associated With Case Management Use","year":2023,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Predictive validity; Recidivism; Psychology; Predictive power; Case management; Discretion; Risk assessment; Clinical psychology; Psychiatry; Computer security; Political science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005885811,0.0003697072,0.0003937442,0.000190114,0.0003177919,0.0001004501,0.0001699191,0.0001460975,0.00001977838],"category_scores_gemma":[0.00003368024,0.0002475464,0.00006506581,0.0005056367,0.0003758919,0.0002701637,0.0002014868,0.0003536642,0.00000639945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005136129,"about_ca_system_score_gemma":0.00001773189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000857715,"about_ca_topic_score_gemma":0.001278558,"domain_scores_codex":[0.9977234,0.0002907804,0.0004496794,0.0006819962,0.0003739711,0.0004801732],"domain_scores_gemma":[0.9983029,0.0004182442,0.0003549615,0.0005614708,0.0001265879,0.0002357962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003180278,0.003228516,0.8219776,0.001880626,0.002086873,0.07661263,0.06380799,0.00003004578,0.00001453954,0.001116153,0.01959339,0.006471312],"study_design_scores_gemma":[0.002224914,0.001023568,0.7264656,0.0001950854,0.02675941,0.0009622886,0.2419256,0.00006167826,0.000003672338,0.000005899736,0.00006387966,0.0003084045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940109,0.00002887675,0.0001472619,0.00006656801,0.003937144,0.0008713849,0.0006879581,0.00009826269,0.0001516744],"genre_scores_gemma":[0.9986206,0.00003325275,0.000174789,0.0003208507,0.0001428935,0.00007771159,0.00009375807,0.00005459079,0.0004815676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1781176,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4212384225906737,"score_gpt":0.4028520693785808,"score_spread":0.01838635321209287,"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."}}