{"id":"W2092443069","doi":"10.1177/0886260507303730","title":"A Nine-Year Follow-Up Study on the Predictive Validity of the Self-Appraisal Questionnaire for Predicting Violent and Nonviolent Recidivism","year":2007,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Recidivism; Predictive validity; Psychology; Injury prevention; Suicide prevention; Poison control; Human factors and ergonomics; Occupational safety and health; Risk assessment; Clinical psychology; Psychiatry; Medicine; Medical emergency; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.003899549,0.0003166058,0.0004478536,0.0001759439,0.0002402204,0.00003274802,0.0007135575,0.000134546,0.00003035892],"category_scores_gemma":[0.000892864,0.0001851188,0.0003491289,0.0002479749,0.0002273463,0.0001324306,0.0001232732,0.0007915358,0.000004248071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672133,"about_ca_system_score_gemma":0.0001076649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000320334,"about_ca_topic_score_gemma":0.00002832902,"domain_scores_codex":[0.9969224,0.0004678214,0.00102304,0.0003899536,0.0007626672,0.0004341451],"domain_scores_gemma":[0.9963081,0.0014598,0.001249463,0.0004280908,0.0003923619,0.0001621967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008215038,0.002636177,0.9062993,0.00007475657,0.001306899,0.0000397119,0.04521427,0.00001645041,0.001175238,0.002211795,0.01813785,0.01467254],"study_design_scores_gemma":[0.004250194,0.009306463,0.9269141,0.004335285,0.0003353787,0.0003149148,0.05226677,0.0002222222,0.0007461634,0.000673209,0.0003476181,0.0002876998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467989,0.0003005377,0.002766449,0.0005650763,0.04818545,0.0008217889,0.00003570173,0.0000257804,0.0005003626],"genre_scores_gemma":[0.997679,0.00003051992,0.000246149,0.0002601373,0.001689103,0.00002869252,5.377266e-7,0.000035514,0.00003032539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05088017,"threshold_uncertainty_score":0.7548926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158039043483342,"score_gpt":0.3370610679755651,"score_spread":0.3054806775407317,"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."}}