{"id":"W2313146698","doi":"10.1037/lhb0000029","title":"A cross-validation of the Youth Level of Service/Case Management Inventory (YLS/CMI) among Japanese juvenile offenders.","year":2013,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recidivism; Representativeness heuristic; Psychology; Predictive validity; Juvenile; Case management; Population; Clinical psychology; Psychiatry; Social psychology; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00483638,0.0004021115,0.0003188745,0.001075155,0.0008969132,0.0005297314,0.000450567,0.0002682316,0.0005971313],"category_scores_gemma":[0.007273761,0.0002678677,0.0005909314,0.0007442385,0.000598304,0.0003924257,0.0008721012,0.0004969981,0.0002520995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004804,"about_ca_system_score_gemma":0.001071537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677905,"about_ca_topic_score_gemma":0.02813801,"domain_scores_codex":[0.9987006,0.0004058206,0.0002349003,0.000203485,0.000320318,0.0001347382],"domain_scores_gemma":[0.9960304,0.0006727549,0.0008401669,0.0004779527,0.00157981,0.0003988968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005796244,0.0001171045,0.9924943,0.00001654255,0.00004494784,0.00005156972,0.001262465,0.00003889184,0.000922879,0.00003298785,0.000153373,0.004806988],"study_design_scores_gemma":[0.00001110101,0.0001526316,0.9980066,0.000008200414,0.00002955333,0.00008304491,0.0008678698,0.0002495279,0.0002109494,0.00001659826,0.0003606777,0.000003114168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990835,0.00003587095,0.000231217,0.00001417639,0.00001198504,0.00007716431,0.0001199847,0.000003822332,0.0004222338],"genre_scores_gemma":[0.9976562,0.00004726997,0.001119197,0.0000251277,0.000009080708,0.0001725729,0.0007342257,0.000005496006,0.0002308129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677905,"threshold_uncertainty_score":0.03336275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021119513185137,"score_gpt":0.334683105009174,"score_spread":0.2325711536906603,"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."}}