{"id":"W3213703633","doi":"10.1093/eurheartj/ehab724.0447","title":"Association of neighbourhood-level poverty with outcomes and clinical care following atrial fibrillation diagnosis in a universal healthcare system","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Health Sciences Centre; University Health Network","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Atrial fibrillation; Medicaid; Health care; Population; Emergency medicine; Cohort; Stroke (engine); Residence; Medical prescription; Emergency department; Poverty; Pediatrics; Demography; Internal medicine; Environmental health","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":[0.0004952023,0.0001459147,0.0003367052,0.0007212067,0.0009070418,0.0007399434,0.00060651,0.0002205302,0.00189289],"category_scores_gemma":[0.004038569,0.0001426065,0.00043666,0.001688203,0.0004780219,0.00038619,0.00125796,0.0003538292,0.00007639121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365479,"about_ca_system_score_gemma":0.003482575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6971701,"about_ca_topic_score_gemma":0.755009,"domain_scores_codex":[0.9988428,0.0001807529,0.00011237,0.0002529499,0.0002301369,0.0003808408],"domain_scores_gemma":[0.9970944,0.0002291612,0.001389299,0.0001434413,0.0004537453,0.0006900629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002700659,0.000009046841,0.9987568,0.00001409728,0.00006248599,0.0000236176,0.000108879,0.00007842463,0.00002205536,0.00003757028,0.0001899737,0.0006700186],"study_design_scores_gemma":[0.00000217243,0.000009956708,0.999393,0.00001174658,0.00001120264,0.00001932215,0.0001947765,0.000174322,0.000007184396,0.00002990691,0.0001445012,0.000001832116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99639,0.0002006245,0.00008660129,0.0001678296,0.000005375671,0.00001226379,0.002294374,0.000003743215,0.0008392028],"genre_scores_gemma":[0.9993809,0.00003554085,0.00002943896,0.00001536879,0.000002731549,0.000004822889,0.000455793,7.153424e-7,0.00007459107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971701,"threshold_uncertainty_score":0.6092267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2888729176378024,"score_gpt":0.4223459078461993,"score_spread":0.1334729902083969,"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."}}