{"id":"W7019914892","doi":"","title":"Is a 7-Item Combination from the YLS/CMI an Effective Screening Strategy for Risk to Reoffend? Findings from a Cross-National Study","year":2021,"lang":"en","type":"article","venue":"Repositori UJI (Universitat Jaume I)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predictive validity; Recidivism; Predictive value; Incremental validity; Risk assessment; Predictive power; Receiver operating characteristic; Test validity; External validity","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":[],"consensus_categories":[],"category_scores_codex":[0.000331737,0.0002429197,0.0002831872,0.0001128603,0.0008676089,0.0003002745,0.0003688565,0.0001636977,0.0003462256],"category_scores_gemma":[0.000111853,0.0002397753,0.0001919189,0.0004670461,0.0000439077,0.0004745511,0.0001124794,0.0003058036,0.00008960515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865993,"about_ca_system_score_gemma":0.00005956252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301515,"about_ca_topic_score_gemma":0.0009012496,"domain_scores_codex":[0.9977223,0.0003949265,0.0002467816,0.0008629375,0.0004578149,0.0003152207],"domain_scores_gemma":[0.9971136,0.001512327,0.0001675972,0.0005300873,0.0005268471,0.0001495589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001507911,0.001684384,0.8879971,0.000007162879,0.002602817,0.0004071533,0.0750353,0.000167245,0.001569549,0.004663389,0.01384143,0.01051657],"study_design_scores_gemma":[0.004225513,0.0007489097,0.9718821,0.00004119136,0.0002707979,0.00001099029,0.01876196,0.0003073665,0.0006250513,0.001443296,0.001397211,0.000285623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911537,0.0001190337,0.002247509,0.0005209785,0.001301838,0.001133401,0.0005688767,0.00009500841,0.002859662],"genre_scores_gemma":[0.9968341,0.00000253087,0.0005610918,0.000194692,0.0007105804,0.00005005635,0.0002551795,0.0000356161,0.001356138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.083885,"threshold_uncertainty_score":0.9777753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038458343764861,"score_gpt":0.3383428942052387,"score_spread":0.2979583107675901,"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."}}