{"id":"W3175197391","doi":"10.1002/pmh.1522","title":"Analysis of the interaction between personality dysfunction and traits in the statistical prediction of physical aggression: Results from outpatient and community samples","year":2021,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Montréal; McGill University; Université Laval; Université du Québec à Trois-Rivières","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Personality; Big Five personality traits; Aggression; Trait; Personality disorders; Clinical psychology; Categorical variable; Personality Assessment Inventory; Psychiatry; Social psychology","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":[0.001267269,0.0001119259,0.0003761097,0.00004972842,0.0002957274,0.00001134028,0.0000681723,0.00007653798,0.0000394183],"category_scores_gemma":[0.0000940087,0.00007699268,0.00007427256,0.000266395,0.000364392,0.00005200848,0.00005093937,0.0004445912,1.498107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000396923,"about_ca_system_score_gemma":0.00003660056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845799,"about_ca_topic_score_gemma":0.005939912,"domain_scores_codex":[0.9960508,0.002911341,0.0003928136,0.0002764351,0.0002225598,0.0001460717],"domain_scores_gemma":[0.998388,0.001081014,0.0002385553,0.0001923042,0.00003516502,0.00006499622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007607815,0.001137923,0.7322119,0.0001307397,0.000275768,7.492375e-7,0.2258022,0.000001306283,0.0001175226,0.000771684,0.0001972746,0.03859222],"study_design_scores_gemma":[0.001057073,0.000311202,0.9465765,0.00008764354,0.0001478453,0.000006626856,0.0508539,0.0001981926,0.000007331518,0.000484237,0.000219094,0.0000504078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875172,0.0007996824,0.00008244552,0.003138851,0.0001064574,0.0001884274,0.008003673,0.000004344342,0.000158962],"genre_scores_gemma":[0.9985663,0.0001528612,0.0000393556,0.0003635918,0.00004097668,0.000008398979,0.000816011,0.000003484894,0.000009017838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143646,"threshold_uncertainty_score":0.9880782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08323104994094532,"score_gpt":0.3807877586976408,"score_spread":0.2975567087566954,"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."}}