{"id":"W4309166335","doi":"10.1177/10790632221139166","title":"Long Term Recidivism Rates Among Individuals at High Risk to Sexually Reoffend","year":2022,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Recidivism; Demography; Sexual violence; Risk assessment; Psychology; Medicine; Psychiatry; Computer security; Criminology; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001755706,0.0008117135,0.0008223872,0.0007527045,0.001315467,0.0001510624,0.001535522,0.0002675205,0.006754366],"category_scores_gemma":[0.0001424126,0.0008698439,0.0001552208,0.001343415,0.0002585457,0.0002977698,0.0009625953,0.0013095,0.002498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005710103,"about_ca_system_score_gemma":0.00007683029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218069,"about_ca_topic_score_gemma":0.001097302,"domain_scores_codex":[0.9928771,0.00118811,0.00110412,0.001930771,0.001221825,0.001678078],"domain_scores_gemma":[0.9958566,0.0005444069,0.0007156617,0.002058564,0.00009175709,0.0007330133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004490835,0.0006050087,0.6108778,0.00002086232,0.0004598126,0.00027246,0.02707633,0.0001139428,0.001016175,0.0004616768,0.3469549,0.01169197],"study_design_scores_gemma":[0.003101331,0.00226453,0.9406193,0.00003283397,0.0001804606,0.0002146065,0.007077718,0.000007760721,0.0002340005,0.0004550194,0.04441253,0.001399907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042387,0.000445677,0.0001026061,0.0003651348,0.08808212,0.00120732,0.0007374782,0.0005360923,0.004284894],"genre_scores_gemma":[0.9678305,0.000015839,0.0006867477,0.001916226,0.002630454,0.000649475,0.0004181514,0.0002785866,0.02557396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3297415,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273388493229919,"score_gpt":0.2986800415126312,"score_spread":0.2759461565803321,"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."}}