{"id":"W2909958780","doi":"10.1177/2167702618813989","title":"Decoupling Personality and Acute Psychiatric Symptoms in a Depressed Sample and a Community Sample","year":2019,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Neuroticism; Psychology; Mood; Hostility; Clinical psychology; Personality; Interpersonal communication; Negative affectivity; Psychiatry; Developmental psychology; Social psychology","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":[0.0006757054,0.0002729172,0.0003353217,0.0007782647,0.0005330863,0.0004960085,0.0002627035,0.0002657127,0.0006678295],"category_scores_gemma":[0.002742218,0.0003129426,0.0001925311,0.0004383672,0.0003335486,0.000259768,0.0006843634,0.000462299,0.0001598901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164957,"about_ca_system_score_gemma":0.0002239047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858959,"about_ca_topic_score_gemma":0.01138707,"domain_scores_codex":[0.9996727,0.0001220093,0.00003205351,0.00005266618,0.00007182826,0.00004878216],"domain_scores_gemma":[0.9993688,0.0001268082,0.000182515,0.0000608092,0.0000929637,0.0001681603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242168,0.0001198366,0.9967033,0.000005810699,0.00002593639,0.0001043928,0.0004911419,0.0000169527,0.0005132296,0.00001470944,0.00004960535,0.001830921],"study_design_scores_gemma":[0.000009364275,0.0001145635,0.9987656,0.000003331924,0.00001001294,0.0002442239,0.0005875925,0.0001449646,0.0000538995,0.00002186596,0.00004273282,0.000001964207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998955,0.0000134597,0.00002202108,0.000004605668,6.545177e-7,0.000004234628,0.00001441346,4.134196e-7,0.00004465769],"genre_scores_gemma":[0.9997792,0.00002218177,0.0000672584,0.000009321147,0.000001496462,0.000006149936,0.00006608495,4.790943e-7,0.00004777962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004858959,"threshold_uncertainty_score":0.009661376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239403310536908,"score_gpt":0.5609092395457166,"score_spread":0.3369689084920258,"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."}}