{"id":"W2212224565","doi":"10.1016/j.genhosppsych.2015.12.001","title":"Current depressive symptoms but not history of depression predict hospital readmission or death after discharge from medical wards: a multisite prospective cohort study","year":2015,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"","keywords":"Medicine; Depression (economics); Prospective cohort study; Odds ratio; Confidence interval; Cohort study; Medical history; History of depression; Cohort; Patient Health Questionnaire; Internal medicine; Emergency medicine; Depressive symptoms; Psychiatry; Anxiety","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":[0.0018515,0.001365791,0.001097791,0.001073429,0.002495481,0.002407182,0.001874592,0.002246111,0.003275265],"category_scores_gemma":[0.00331707,0.002574508,0.002521345,0.001751494,0.0009844421,0.00183935,0.001655483,0.003436319,0.001022063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007367065,"about_ca_system_score_gemma":0.001017647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302061,"about_ca_topic_score_gemma":0.04054535,"domain_scores_codex":[0.9986814,0.000393187,0.0001215877,0.0003918162,0.0001354034,0.0002766703],"domain_scores_gemma":[0.9961177,0.0005686361,0.0009111527,0.0008263741,0.0004010169,0.001175176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005637875,0.0004055589,0.997245,0.000008479773,0.0004329558,0.000199461,0.0002637437,0.00001897331,0.0003633836,0.00001774609,0.0001904235,0.0002905284],"study_design_scores_gemma":[0.00009469375,0.0002790441,0.9982844,0.000006751286,0.000180256,0.0002377753,0.0006326827,0.0001382137,0.00002960136,0.00002287874,0.00008030968,0.0000134569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992963,0.0000748217,0.00006846442,0.00005101793,0.00002471151,0.00001385282,0.0003545782,0.000003298522,0.0001130072],"genre_scores_gemma":[0.9985262,0.00008822304,0.0001514858,0.0000874422,0.00003237426,0.00002766201,0.0006182215,0.00000775953,0.0004606114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302061,"threshold_uncertainty_score":0.04577321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380281352267357,"score_gpt":0.3132661118929806,"score_spread":0.299463298370307,"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."}}