{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002952666,0.0001802644,0.0003015663,0.00005811195,0.00008195796,0.00001435725,0.0001112736,0.000162381,0.0003012707],"category_scores_gemma":[0.00002691604,0.0001238542,0.00004215929,0.0002352804,0.000193975,0.0000577262,0.00008298569,0.0003854054,0.000003973565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006937759,"about_ca_system_score_gemma":0.00001706065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663472,"about_ca_topic_score_gemma":0.0001964116,"domain_scores_codex":[0.9982073,0.0004268976,0.0002801941,0.0005705117,0.0001897869,0.0003253155],"domain_scores_gemma":[0.9992869,0.0001665516,0.0001564037,0.0002229739,0.00004874421,0.0001183685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873851,0.001236167,0.8841534,0.00004467557,0.00006952923,0.0000390918,0.01424082,7.580938e-7,0.001746987,0.0009820614,0.000006033357,0.09729309],"study_design_scores_gemma":[0.001065446,0.0005406393,0.9804122,0.00005363668,0.00002509333,0.00001223901,0.01479137,0.00007021372,0.00005634555,0.002813349,0.00001832441,0.0001411465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961237,0.001631016,0.0004683275,0.0001686451,0.0001587678,0.0007236942,0.0001185746,0.00002467542,0.0005825972],"genre_scores_gemma":[0.997386,0.001397479,0.0007020461,0.0003301154,0.00001115627,0.0001297812,0.00002687428,0.000007836849,0.00000875413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09715194,"threshold_uncertainty_score":0.5050628,"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."}}