{"id":"W2151579133","doi":"10.1177/0093854810391054","title":"Measuring Treatment Change in Sex Offenders","year":2011,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Carleton University","funders":"","keywords":"Psychology; Sex offender; Clinical psychology","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":[0.0001503667,0.000270818,0.000267974,0.0002267015,0.00009469839,0.00001954114,0.0001470404,0.0001367253,0.0004131678],"category_scores_gemma":[0.000007985134,0.0002499483,0.00006160091,0.0001368251,0.0001073619,0.0001381768,0.00003419908,0.0001694457,0.0001401146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009493352,"about_ca_system_score_gemma":0.00001736095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763034,"about_ca_topic_score_gemma":0.0003899345,"domain_scores_codex":[0.9984981,0.00007310922,0.0002820463,0.0004903137,0.0001460565,0.000510394],"domain_scores_gemma":[0.9993434,0.00003707975,0.00008471049,0.0003355932,0.00002168232,0.0001775093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000746983,0.004896476,0.1833826,0.0005553793,0.0000995999,0.001970829,0.2839359,1.179624e-7,0.001766664,0.003277239,0.002558642,0.5168095],"study_design_scores_gemma":[0.002265314,0.001282403,0.9114026,0.00008647668,0.00535548,0.0003043972,0.07767103,0.000006701062,0.0004698832,0.00004407849,0.0005972027,0.0005144495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96456,0.0008703442,0.00001848688,0.0000316292,0.02141071,0.0003904577,0.00001104947,0.00006576948,0.01264158],"genre_scores_gemma":[0.9977331,0.00005616297,0.0004071222,0.0002639635,0.0008073385,0.0002926157,0.000006932767,0.0000377531,0.0003950096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.72802,"threshold_uncertainty_score":0.9999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3411997305299601,"score_gpt":0.3712743390459555,"score_spread":0.03007460851599542,"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."}}