{"id":"W2782990578","doi":"10.1080/14789949.2018.1425474","title":"Evaluating the utility of ‘strength’ items when assessing the risk of young offenders","year":2018,"lang":"en","type":"article","venue":"Journal of Forensic Psychiatry and Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Cohort; Juvenile delinquency; Clinical psychology; Psychiatry; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008757604,0.0005388049,0.0005336921,0.003771465,0.0007129615,0.001175666,0.0009114888,0.0006215951,0.001651735],"category_scores_gemma":[0.01791784,0.0003708845,0.001168998,0.001446316,0.0006579524,0.001370726,0.001271273,0.0009210092,0.0003215751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004038411,"about_ca_system_score_gemma":0.0007881953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176741,"about_ca_topic_score_gemma":0.01319442,"domain_scores_codex":[0.9955416,0.001672465,0.0009875949,0.0001981147,0.00129686,0.0003032151],"domain_scores_gemma":[0.9859207,0.004938061,0.005964305,0.0005299805,0.001863645,0.0007831692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009657201,0.00007139133,0.9892592,0.00006064968,0.0001017419,0.0001072505,0.0005542648,0.00006465656,0.0004287111,0.00006376777,0.0001040401,0.009087654],"study_design_scores_gemma":[0.000005838847,0.0004073505,0.9964554,0.00005603688,0.00005345765,0.0003833964,0.001431416,0.0003583011,0.0003644357,0.00009274654,0.0003805681,0.00001109804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966114,0.0001886338,0.0006538557,0.00008670475,0.00002556909,0.0001337535,0.0001595646,0.000007448128,0.002133006],"genre_scores_gemma":[0.9936576,0.0002481036,0.004952461,0.0000360491,0.00001723197,0.0001657478,0.0002520237,0.000005062998,0.000665683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757604,"threshold_uncertainty_score":0.04631519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07235993070479141,"score_gpt":0.4088484215314699,"score_spread":0.3364884908266785,"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."}}