{"id":"W2020002393","doi":"10.1177/107906320701900205","title":"Unguided Clinical and Actuarial Assessment of Re-offending Risk: A Direct Comparison with Sex Offenders in Denmark","year":2007,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aarhus Universitets Forskningsfond; Hospital Research Foundation; Aarhus Universitetshospital","keywords":"Risk assessment; Psychology; Sex offender; Actuarial science; Criminology; Medicine; Computer security; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004160761,0.000467706,0.001073138,0.0004995888,0.0001319912,0.00004098832,0.0003708188,0.0003716692,0.0001727057],"category_scores_gemma":[0.0001772032,0.0004148152,0.00009099194,0.0006609726,0.0005267382,0.000158546,0.00007865785,0.0009816666,0.00002403971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268795,"about_ca_system_score_gemma":0.0001034209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007253931,"about_ca_topic_score_gemma":0.004011233,"domain_scores_codex":[0.9951813,0.0007099309,0.001611872,0.001043932,0.0005558807,0.0008970573],"domain_scores_gemma":[0.996369,0.001594718,0.0008143897,0.0008224793,0.00006896442,0.0003304235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002195009,0.0007830753,0.9573872,0.00003782279,0.0003893715,0.0001089753,0.01246849,0.00003123296,0.0001753361,0.0006504522,0.01261158,0.01316145],"study_design_scores_gemma":[0.008862851,0.002829481,0.9588189,0.0001349187,0.0001697574,0.00004622186,0.02438894,0.0005968912,0.00007607796,0.0001303871,0.003273035,0.0006726002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447581,0.000230004,0.001385739,0.00004761772,0.02330118,0.0006208995,0.00002476608,0.00009134044,0.02954041],"genre_scores_gemma":[0.9934162,0.0000192138,0.004807279,0.0001325948,0.00114284,0.0000184899,0.00001925904,0.00008000318,0.0003640487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04865823,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05893494725666721,"score_gpt":0.4110091420137727,"score_spread":0.3520741947571055,"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."}}