{"id":"W2172281350","doi":"10.1177/1079063214549260","title":"A Prospective Investigation of Factors That Predict Desistance From Recidivism for Adolescents Who Have Sexually Offended","year":2014,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Active Healthy Kids","funders":"","keywords":"Recidivism; Psychology; Clinical psychology; Predictive validity; Sex offense; Scale (ratio); Poison control; Developmental psychology; Human factors and ergonomics; Sexual abuse; Medicine; Medical emergency","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":[0.0005242558,0.0005268643,0.0007178896,0.0002360507,0.0001611795,0.00005040948,0.0005698271,0.0003504798,0.00006658639],"category_scores_gemma":[0.0002086756,0.0005064951,0.0001278927,0.0002745463,0.0003328476,0.0002890164,0.00005121955,0.0003559406,0.00004156723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529902,"about_ca_system_score_gemma":0.00006558267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003854944,"about_ca_topic_score_gemma":0.000486547,"domain_scores_codex":[0.9965795,0.0003347598,0.0007255584,0.001105482,0.0005562245,0.0006984224],"domain_scores_gemma":[0.9972926,0.0004747715,0.0007285958,0.001009828,0.000198717,0.0002955297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256617,0.0003461682,0.9163738,0.0001343257,0.0003224471,0.000002791975,0.03945877,0.000006121364,0.005471564,0.001438945,0.03288014,0.002308321],"study_design_scores_gemma":[0.005105899,0.0013402,0.9689603,0.0003804399,0.0001535953,0.000003621356,0.008274834,0.0002444288,0.005350426,0.007720781,0.001758732,0.000706786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653141,0.000155432,0.007931634,0.00006031025,0.02276438,0.001472177,0.0004589421,0.0002070551,0.001635906],"genre_scores_gemma":[0.9950134,0.00000337732,0.001903617,0.0002868845,0.001113521,0.0001642755,0.0002184376,0.0001220186,0.001174423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05258646,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133820926549699,"score_gpt":0.2867401204262093,"score_spread":0.2454019111607124,"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."}}