{"id":"W4249995117","doi":"10.1176/appi.psy.51.4.283","title":"Timing of Depressive Symptom Onset and In-Hospital Complications Among Acute Coronary Syndrome Inpatients","year":2010,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; York University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Acute coronary syndrome; Medicine; Depressive symptoms; Depression (economics); Pediatrics; Emergency medicine; Internal medicine; Cardiology; Psychiatry; Myocardial infarction; Anxiety","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":[0.0003840255,0.0002062421,0.0005229291,0.0008080501,0.0004787299,0.0009443333,0.0003016013,0.0004509554,0.002453986],"category_scores_gemma":[0.003669687,0.0003555574,0.0004596037,0.0006908318,0.0001502567,0.0005816627,0.000595198,0.000772299,0.0002340912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254321,"about_ca_system_score_gemma":0.0005155224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007524264,"about_ca_topic_score_gemma":0.01174708,"domain_scores_codex":[0.9996131,0.00008202909,0.0000697201,0.00005213266,0.00004881053,0.0001342301],"domain_scores_gemma":[0.9967214,0.0006039516,0.001439292,0.00008412723,0.00022758,0.0009236385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003814223,0.00004566054,0.9985287,0.000006883488,0.00002573319,0.000117489,0.00005054489,0.000015862,0.0001547475,0.0000113489,0.00005057744,0.0006108859],"study_design_scores_gemma":[0.000005283766,0.00005948026,0.9995614,0.000003191057,0.00000928189,0.0001262133,0.0001372054,0.00004472967,0.00002268917,0.000007767085,0.00002062534,0.000002165426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990789,0.0002261659,0.00002475956,0.0000464128,0.000008504227,0.000005844836,0.0001908524,0.000002275718,0.0004163402],"genre_scores_gemma":[0.9995021,0.0001016113,0.00002599117,0.00001990347,0.00001199812,0.000002654243,0.000234256,0.000001186915,0.000100302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007524264,"threshold_uncertainty_score":0.01496089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127378069948746,"score_gpt":0.3243872431780007,"score_spread":0.3116494361831261,"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."}}