{"id":"W2046049334","doi":"10.1007/s12325-013-0042-3","title":"The Effect of Personality Dimensions on Functional Outcomes in Mood Disorders","year":2013,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Extraversion and introversion; Neuroticism; Agreeableness; Conscientiousness; Openness to experience; Big Five personality traits; Clinical psychology; Major depressive disorder; Personality; Psychology; Personality disorders; Mood; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001487204,0.0002798505,0.0004442747,0.0003448361,0.0004864983,0.0006020961,0.0002244889,0.000307257,0.001565612],"category_scores_gemma":[0.005770972,0.0001141886,0.0007370653,0.0003880694,0.000503475,0.0003342789,0.000605346,0.0008236353,0.0001322269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939679,"about_ca_system_score_gemma":0.0003743172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631361,"about_ca_topic_score_gemma":0.004515836,"domain_scores_codex":[0.999055,0.000564196,0.00006300826,0.00005479895,0.0001417656,0.0001213539],"domain_scores_gemma":[0.9955686,0.002444536,0.0006392291,0.0001749992,0.0001684312,0.001004326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009329575,0.002172197,0.8963797,0.000119486,0.001153892,0.0002006607,0.0005017082,0.0006191191,0.001653595,0.0002349535,0.000321397,0.08731361],"study_design_scores_gemma":[0.0000621932,0.001148694,0.9981191,0.00001194429,0.00007791511,0.0000405053,0.0001296851,0.0001332453,0.00005979066,0.0001202675,0.00009217569,0.000004463997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981998,0.0006655394,0.00004288534,0.000115823,0.00002797117,0.000006923442,0.00003918576,0.000001967611,0.0008998927],"genre_scores_gemma":[0.9994763,0.0002349209,0.00005629408,0.00002581877,0.00001373491,0.000004976174,0.00003727276,0.000001160225,0.0001496125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001631361,"threshold_uncertainty_score":0.007865191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285232332424851,"score_gpt":0.3314620362069589,"score_spread":0.3186097128827103,"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."}}