{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659002,0.0002200025,0.0005267983,0.001264783,0.0008362353,0.0005273062,0.0004228032,0.0004683955,0.00206454],"category_scores_gemma":[0.008041799,0.0001296923,0.0003595613,0.0007352722,0.0003130345,0.0004037973,0.0005908053,0.0008045803,0.0002434674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000792473,"about_ca_system_score_gemma":0.0003578397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616285,"about_ca_topic_score_gemma":0.003301432,"domain_scores_codex":[0.9981694,0.0007089744,0.0001785423,0.0001738732,0.0005929168,0.0001762967],"domain_scores_gemma":[0.9968907,0.000838322,0.001206648,0.0001532072,0.0006488385,0.0002621857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000759639,0.001452512,0.856576,0.0001091332,0.00009990899,0.0001122611,0.002685502,0.00024361,0.003114701,0.00007952446,0.0004607092,0.1343064],"study_design_scores_gemma":[0.00001730967,0.0007136852,0.9962578,0.00001385969,0.00002903697,0.0001363132,0.00092169,0.0002608467,0.001251788,0.00005825824,0.0003317778,0.000007664268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987428,0.00006261808,0.0002391314,0.00003476623,0.000005237635,0.00007228884,0.00006642877,0.000008023801,0.0007688179],"genre_scores_gemma":[0.9982353,0.00008631618,0.0007858162,0.00002903703,0.00001018932,0.0001843199,0.0001576355,0.0000033917,0.0005079352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206454,"threshold_uncertainty_score":0.008773744,"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."}}