{"id":"W3010067018","doi":"10.1037/pas0000813","title":"Reassessment improves prediction of criminal recidivism: A prospective study of 3,421 individuals in New Zealand.","year":2020,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Recidivism; PsycINFO; Psychology; Predictive validity; Risk assessment; Sample (material); Clinical psychology; MEDLINE; Political science; Economics","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":[0.002134198,0.0005768962,0.0004711409,0.0008767871,0.001840694,0.001346388,0.00102209,0.000812882,0.001835843],"category_scores_gemma":[0.01166952,0.0009453231,0.0006308065,0.0008535319,0.0009326222,0.001355371,0.001313131,0.002654392,0.0006539804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839842,"about_ca_system_score_gemma":0.001960902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2317651,"about_ca_topic_score_gemma":0.3146102,"domain_scores_codex":[0.9990707,0.0002294016,0.00009594159,0.0001707723,0.0002773352,0.0001557969],"domain_scores_gemma":[0.9949958,0.0004932907,0.00235112,0.0004633814,0.0006832445,0.00101317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005153027,0.000189865,0.9968117,0.000004485606,0.00001933974,0.00004895099,0.001195353,0.00001747988,0.00004752037,0.000005638544,0.00009311938,0.001515123],"study_design_scores_gemma":[0.000005266109,0.0001267264,0.9988715,0.000005394978,0.000006514285,0.00006015023,0.0006966868,0.0001103585,0.0000140781,0.000006487551,0.00009319956,0.000003603023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996019,0.00005193898,0.00002192743,0.00006122044,0.000004621058,0.00001858364,0.00008487305,0.000001598058,0.0001533384],"genre_scores_gemma":[0.9989972,0.0001045843,0.0001171853,0.00003155702,0.000004486088,0.00002011346,0.0001971729,0.000002934384,0.0005247224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317651,"threshold_uncertainty_score":0.4608321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0820729420243659,"score_gpt":0.392784894952639,"score_spread":0.3107119529282731,"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."}}