{"id":"W2999075990","doi":"10.1111/eip.12921","title":"Personality and risk for serious mental illness","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Alberta Children's Hospital; St. Michael's Hospital; Health Sciences Centre; University Health Network; University of Toronto; Sunnybrook Health Science Centre; University of Ottawa; Ontario Brain Institute; Mental Health Research Canada; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation Brain Canada","keywords":"Neuroticism; Extraversion and introversion; Conscientiousness; Personality; Psychology; Psychiatry; Clinical psychology; Anxiety; Mood; Big Five personality traits; Personality Assessment Inventory; Risk factor; Medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003627584,0.0001634015,0.0002258536,0.00006749242,0.00010798,0.00003590382,0.0001526801,0.0001458583,0.001079439],"category_scores_gemma":[0.00002705081,0.0001747786,0.0002255843,0.0001489713,0.00009340091,0.00009300317,0.00003098777,0.0002513166,0.00007616121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001566826,"about_ca_system_score_gemma":0.000009668149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008884032,"about_ca_topic_score_gemma":0.0007981861,"domain_scores_codex":[0.9985297,0.0002405812,0.0003771807,0.0004839498,0.0000944172,0.0002741345],"domain_scores_gemma":[0.9995137,0.00003462063,0.0001571089,0.0001581998,0.00002423068,0.0001120685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008982757,0.0004219364,0.927053,0.0001003845,0.0001062678,0.000002545414,0.01631734,5.880901e-7,0.000009568227,0.006748895,0.01633625,0.03200494],"study_design_scores_gemma":[0.004520594,0.0007466897,0.9652149,0.00004111886,0.00003655648,0.00001796835,0.006437872,0.00005809809,0.000001402489,0.004755408,0.01790722,0.0002621646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837117,0.002612164,0.002059168,0.005389377,0.003624588,0.0005267443,0.0002584395,0.00005681839,0.001760968],"genre_scores_gemma":[0.9973634,0.00004563813,0.0005178151,0.001126972,0.000284185,0.0001684847,0.00003675033,0.00002429485,0.0004323909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816189,"threshold_uncertainty_score":0.9998337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183027813146286,"score_gpt":0.3227094272485739,"score_spread":0.3044066459339453,"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."}}