{"id":"W2145821987","doi":"10.1177/107906320101300305","title":"Treatment of Sexual Offenders Who Are in Categorical Denial: A Pilot Project","year":2001,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Denial; Categorical variable; Prison; Psychology; Sex offender; Criminology; Social psychology; Psychotherapist; Clinical psychology; Computer science; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003328343,0.0008575856,0.0007418356,0.000829801,0.005086901,0.001126867,0.001276635,0.00162283,0.006341544],"category_scores_gemma":[0.005504307,0.0006519119,0.001195656,0.000520525,0.002528041,0.0008899617,0.003297893,0.004201847,0.0008680071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221556,"about_ca_system_score_gemma":0.005643324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004926927,"about_ca_topic_score_gemma":0.005848796,"domain_scores_codex":[0.997361,0.001377329,0.0001146065,0.0001132477,0.0002331146,0.000800601],"domain_scores_gemma":[0.9963231,0.0007011067,0.0002773152,0.0003334962,0.0002322309,0.002132826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.02159672,0.4304751,0.04935894,0.001108106,0.0002105387,0.0138235,0.02830932,0.001596519,0.01884137,0.003394498,0.005353135,0.4259322],"study_design_scores_gemma":[0.05361043,0.6684085,0.1923151,0.0004244565,0.0003320767,0.009472175,0.03932547,0.00135039,0.00763291,0.00393188,0.02300343,0.0001930705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857859,0.0001529549,0.0006160386,0.0008396557,0.00008331174,0.009290516,0.0001336034,0.00004338849,0.00305468],"genre_scores_gemma":[0.9696613,0.001094927,0.006677562,0.001274604,0.0001756385,0.01635274,0.0005374606,0.00003139026,0.004194389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006341544,"threshold_uncertainty_score":0.0212146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08897659527675984,"score_gpt":0.3507236548287757,"score_spread":0.2617470595520158,"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."}}