{"id":"W3198652441","doi":"10.1037/pas0001071","title":"Dynamic violence risk, protective factors, and therapeutic change in a gender and ethnoculturally diverse sample of court-adjudicated youth.","year":2021,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Resilience and Mental Health","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Hospital","funders":"University of Saskatchewan","keywords":"Recidivism; PsycINFO; Psychology; Predictive validity; Poison control; Risk assessment; Injury prevention; Suicide prevention; Clinical psychology; Human factors and ergonomics; Occupational safety and health; Inter-rater reliability; Incremental validity; Mental health; Psychiatry; Test validity; Psychometrics; Developmental psychology; Medicine; Environmental health; MEDLINE; Rating scale; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007400087,0.0002495333,0.0003013587,0.0008883346,0.0008948164,0.0006274533,0.0003479271,0.0003046513,0.0006750903],"category_scores_gemma":[0.003984432,0.0002190873,0.0002564889,0.0005077619,0.0005382362,0.0003226041,0.0007823529,0.0004817342,0.0001697922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292979,"about_ca_system_score_gemma":0.0004132568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284364,"about_ca_topic_score_gemma":0.01933564,"domain_scores_codex":[0.99935,0.0002443363,0.00004922212,0.00009065637,0.0001602146,0.0001055739],"domain_scores_gemma":[0.9991027,0.0002142973,0.0003171328,0.00007881031,0.0001314445,0.0001555743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003071748,0.0001093173,0.9955875,0.000004085436,0.0000155601,0.0002033143,0.002083293,0.00001682779,0.0002018936,0.00002257945,0.0000352771,0.001689693],"study_design_scores_gemma":[0.000005435436,0.0001637862,0.9929726,0.000007125985,0.00001258403,0.0006842012,0.005620073,0.0001798936,0.0001568263,0.0000399872,0.0001538365,0.00000359309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998538,0.00002139254,0.00002213757,0.000006366524,0.000001499809,0.000004524365,0.00001946494,3.077911e-7,0.00007048286],"genre_scores_gemma":[0.9997813,0.00002358585,0.00004139026,0.00001282823,0.000002052619,0.000006527547,0.00006862233,6.612947e-7,0.00006301189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284364,"threshold_uncertainty_score":0.02553779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244422573247856,"score_gpt":0.4516530990627425,"score_spread":0.3272108417379569,"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."}}