{"id":"W4313522818","doi":"10.1161/jaha.122.028144","title":"Social Deprivation and Post‐TAVR Outcomes in Ontario, Canada: A Population‐Based Study","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Institute for Work & Health; University of Toronto","funders":"Canadian Institutes of Health Research; CorHealth Ontario","keywords":"Medicine; Hazard ratio; Social deprivation; Valve replacement; Proportional hazards model; Population; Demography; Socioeconomic status; Ethnic group; Retrospective cohort study; Cohort; Cohort study; Internal medicine; Confidence interval; Environmental health; Stenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005009932,0.0004096032,0.0004932814,0.0011617,0.002985732,0.001227679,0.001206928,0.0004980376,0.001493435],"category_scores_gemma":[0.001818614,0.0003715932,0.0007080417,0.004377949,0.0008983518,0.0004628693,0.001099016,0.0005551722,0.0001688214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0260738,"about_ca_system_score_gemma":0.03115506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936979,"about_ca_topic_score_gemma":0.9955373,"domain_scores_codex":[0.999041,0.0000654289,0.00008129661,0.0001672045,0.0003170213,0.0003279839],"domain_scores_gemma":[0.9978429,0.00008068001,0.0005983668,0.0000819264,0.000732563,0.0006636921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004219122,0.00002348875,0.9967049,0.00004831009,0.00005973368,0.00006411551,0.0006294461,0.00005795094,0.00007042101,0.00005486088,0.0008890847,0.001355421],"study_design_scores_gemma":[0.000007731675,0.00001450009,0.9986997,0.0000319227,0.0000226208,0.00002996819,0.0005232953,0.0001266886,0.000011804,0.00001815968,0.0005064064,0.000007224351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892797,0.001420074,0.0001360953,0.0005299877,0.00002069079,0.00007885855,0.006366974,0.000009849975,0.002157784],"genre_scores_gemma":[0.9974468,0.0005584424,0.0001017839,0.0001248134,0.00001106863,0.00003239019,0.001292725,0.000003759958,0.0004282788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260738,"threshold_uncertainty_score":0.1891795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122891111835105,"score_gpt":0.3121160517204636,"score_spread":0.2998269405369531,"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."}}