{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007188984,0.0005190126,0.0006944696,0.0008947422,0.0007094006,0.0008251196,0.0007427092,0.0005317313,0.001250102],"category_scores_gemma":[0.01782579,0.0003665441,0.000929211,0.0007448575,0.0006126118,0.0003924771,0.001166439,0.0009995783,0.0002607054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003815297,"about_ca_system_score_gemma":0.0004798982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453661,"about_ca_topic_score_gemma":0.007931571,"domain_scores_codex":[0.9918847,0.006062827,0.0003753224,0.0007407468,0.0006611782,0.0002751543],"domain_scores_gemma":[0.9853388,0.009672246,0.001870914,0.001267825,0.000957177,0.0008930001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007340812,0.0004031379,0.9920169,0.00002191509,0.0003992021,0.0001049003,0.001117093,0.00007313557,0.000509384,0.0000220264,0.0001059105,0.00449224],"study_design_scores_gemma":[0.00003090169,0.0005739208,0.9977636,0.000004812504,0.00008123279,0.0001818448,0.0006255478,0.0005828334,0.00006750748,0.00002351121,0.00005906875,0.000005196437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999639,0.00003989667,0.0001745935,0.0000126548,0.000003610444,0.00001204511,0.00003684525,0.000002628842,0.0000787716],"genre_scores_gemma":[0.9995462,0.00002591175,0.0001712276,0.00001152075,0.000006648986,0.00001866083,0.0001609817,0.000002984454,0.0000557765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007188984,"threshold_uncertainty_score":0.03801948,"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."}}