{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009956558,0.0005173911,0.0007736418,0.001490975,0.0007705718,0.001290497,0.0008490774,0.0005853623,0.0008152918],"category_scores_gemma":[0.01565583,0.0003399119,0.0009585228,0.00151985,0.0007395374,0.00109008,0.0008094786,0.001102321,0.0002082072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405851,"about_ca_system_score_gemma":0.002246562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03873102,"about_ca_topic_score_gemma":0.06450996,"domain_scores_codex":[0.9959389,0.001999503,0.0002973973,0.0003295079,0.001053412,0.0003812449],"domain_scores_gemma":[0.9914052,0.003081604,0.002654111,0.000484058,0.001674998,0.0006999503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061502,0.0003257715,0.9824412,0.0000428606,0.0001043384,0.00004094174,0.0007181591,0.00007619379,0.00007997121,0.00004765049,0.0002623993,0.0157543],"study_design_scores_gemma":[0.00001106709,0.0002208331,0.9976984,0.00007840961,0.00005999096,0.00006244627,0.001137352,0.000389835,0.00005564015,0.0000287682,0.0002508983,0.000006317631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970039,0.0004432892,0.0002929686,0.0003017016,0.00003387995,0.0001082883,0.0001574054,0.000007829015,0.001650816],"genre_scores_gemma":[0.9982399,0.0003717714,0.0008111403,0.00009036604,0.00001575611,0.00007699495,0.0002066991,0.000003718306,0.0001837592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03873102,"threshold_uncertainty_score":0.07701117,"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."}}