{"id":"W3216411826","doi":"10.1136/bmjgh-2021-006809","title":"Regional and socioeconomic disparities in cardiovascular disease in Canada during 2005–2016: evidence from repeated nationwide cross-sectional surveys","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cross-sectional study; Socioeconomic status; Medicine; Environmental health; Public health; Demography; Population; Nursing; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002752667,0.0004058873,0.0006181664,0.002355125,0.002013977,0.001466035,0.001409162,0.0003514282,0.001554793],"category_scores_gemma":[0.007718975,0.0003698141,0.001088164,0.008243474,0.0008153784,0.0005105406,0.001220925,0.0006759556,0.0001954455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01302856,"about_ca_system_score_gemma":0.0304565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900389,"about_ca_topic_score_gemma":0.9927725,"domain_scores_codex":[0.9973711,0.0002891981,0.0002517588,0.0004151571,0.001148044,0.0005248014],"domain_scores_gemma":[0.9919532,0.0004670552,0.001713524,0.0003684062,0.004823649,0.000674065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004721447,0.00001309839,0.9917123,0.0001641323,0.0002981609,0.00002333584,0.000325415,0.00009339544,0.00003284109,0.00009814679,0.002132601,0.005059368],"study_design_scores_gemma":[0.00000357983,0.000006425579,0.998247,0.00009765622,0.00008521415,0.00001814845,0.0002618153,0.0001069589,0.000025421,0.00002171,0.001118781,0.000007298355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057155,0.01801694,0.001005819,0.00222306,0.0001392112,0.0001741552,0.06480212,0.00007265172,0.007850638],"genre_scores_gemma":[0.9816837,0.005460766,0.0006700948,0.000361427,0.00004380315,0.00005247642,0.01122008,0.00001220127,0.0004955182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302856,"threshold_uncertainty_score":0.09452921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524485759895212,"score_gpt":0.3681575702303685,"score_spread":0.3229127126314164,"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."}}