{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258355,0.0002304599,0.0001629497,0.0004875117,0.0004551759,0.0003527371,0.0001240353,0.0002368422,0.00161132],"category_scores_gemma":[0.001218619,0.0001076297,0.0002374287,0.000382301,0.0002264558,0.0001741148,0.0003914527,0.0005356868,0.0001438445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196595,"about_ca_system_score_gemma":0.0001946072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424964,"about_ca_topic_score_gemma":0.003760929,"domain_scores_codex":[0.9998146,0.00004584788,0.00001974806,0.00002663936,0.00004501044,0.00004817747],"domain_scores_gemma":[0.9990681,0.00007009132,0.0005229936,0.0000206702,0.00006000095,0.0002581811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004148393,0.00003412137,0.997884,0.000007964184,0.00001478819,0.00008225168,0.00008195876,0.00001764492,0.0002289474,0.00001213659,0.00003672627,0.001557939],"study_design_scores_gemma":[8.152046e-7,0.00004947287,0.9995674,0.000003536086,0.0000032444,0.0002281968,0.00006311097,0.00002245211,0.00001817161,0.00001264193,0.00002999952,7.492712e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993325,0.0001191252,0.00002458193,0.00004176346,0.000003730976,0.00000701335,0.00006878542,0.00000197728,0.0004005297],"genre_scores_gemma":[0.9996723,0.00006957875,0.00007369145,0.00001264436,0.000004054742,0.000002835511,0.00007937571,4.297285e-7,0.0000851689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002424964,"threshold_uncertainty_score":0.005390406,"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."}}