{"id":"W1967470895","doi":"10.1080/10683160903318876","title":"Predictors of sex offender treatment dropout: psychopathy, sex offender risk, and responsivity implications","year":2010,"lang":"en","type":"article","venue":"Psychology Crime and Law","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychopathy; Psychology; Psychopathy Checklist; Sex offender; Dropout (neural networks); Logistic regression; Clinical psychology; Discriminant function analysis; Mental health; Recidivism; Poison control; Psychiatry; Antisocial personality disorder; Injury prevention; Personality; Social psychology; Medicine","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":[0.0008364389,0.0006342166,0.0008416225,0.0003556481,0.0004270615,0.00004465385,0.0003981229,0.0006556313,0.0007074539],"category_scores_gemma":[0.00005957748,0.0005712578,0.0001884121,0.0003352332,0.001581994,0.0001731293,0.00009675221,0.0008474196,0.0001013231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403505,"about_ca_system_score_gemma":0.00005143043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006255218,"about_ca_topic_score_gemma":0.0004824573,"domain_scores_codex":[0.9960266,0.0005697784,0.0008495962,0.001470828,0.0002313245,0.0008518616],"domain_scores_gemma":[0.9966141,0.0005113083,0.0004851157,0.001819237,0.0000994541,0.0004707792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001587266,0.00345138,0.6392255,0.000058268,0.001543718,0.00004168371,0.014017,4.692826e-7,0.03748548,0.07552384,0.1556227,0.07144265],"study_design_scores_gemma":[0.005607444,0.001819225,0.7522242,0.00002035133,0.0004167045,0.000712654,0.001302682,0.000009383707,0.0008265845,0.01257695,0.2237002,0.0007835992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8503757,0.001180801,0.0003002104,0.001329863,0.02966986,0.0007519745,0.0003618425,0.0001926764,0.115837],"genre_scores_gemma":[0.9942933,0.0002416612,0.0007823501,0.001468813,0.001153759,0.0001515653,0.00005057106,0.0001005789,0.001757347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1439176,"threshold_uncertainty_score":0.9996739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993810904444524,"score_gpt":0.3426462302678448,"score_spread":0.3127081212233996,"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."}}