{"id":"W2997357419","doi":"10.11909/j.issn.1671-5411.2019.12.001","title":"Depression and cardiovascular diseases among Canadian older adults: a cross-sectional analysis of baseline data from the CLSA Comprehensive Cohort.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Depression (economics); Internal medicine; Odds ratio; Myocardial infarction; Cohort; Angina; Stroke (engine); Cross-sectional study; Demographics; Physical therapy; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007455432,0.0003566885,0.0003907715,0.001102636,0.001392721,0.0006542117,0.0006163501,0.0004525722,0.001521287],"category_scores_gemma":[0.001279405,0.0004174174,0.0006226075,0.002973555,0.000272194,0.0002740747,0.0005656753,0.000641579,0.0001906451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005884186,"about_ca_system_score_gemma":0.0076306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586866,"about_ca_topic_score_gemma":0.9718518,"domain_scores_codex":[0.9995677,0.000036521,0.00003149931,0.00006669333,0.0001747449,0.0001228459],"domain_scores_gemma":[0.999204,0.00003436611,0.0001862187,0.00004937557,0.0003193902,0.0002068227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006987682,0.00002461315,0.9981312,0.00001649006,0.00008313531,0.00002548198,0.00008086835,0.00002342695,0.00008014221,0.00001784952,0.0005457714,0.0009009978],"study_design_scores_gemma":[0.000006440451,0.00001171566,0.9995381,0.000007178952,0.00002265021,0.00002022725,0.00009350881,0.00004711735,0.000009599797,0.000003319734,0.000237994,0.000002138216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859099,0.0007283543,0.00009763509,0.0001766534,0.00001450259,0.0000554025,0.01196513,0.00001103784,0.001041255],"genre_scores_gemma":[0.9928068,0.0004868127,0.0002039373,0.00008759007,0.00001014566,0.00003582639,0.005774591,0.000003496996,0.0005906869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131335,"threshold_uncertainty_score":0.08311325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236683509375533,"score_gpt":0.2851428692837266,"score_spread":0.2627760341899713,"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."}}