{"id":"W4389957874","doi":"10.1161/circ.148.suppl_1.13529","title":"Abstract 13529: Outcomes After Emergency Department Visits for Dyspnea: Population-Based Interrupted Time-Series Analysis of Implementation of B-Type Natriuretic Peptide Assays","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Population; Cohort; Emergency medicine; Natriuretic peptide; Heart failure; Pediatrics; Internal medicine","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":[0.004527207,0.0003655196,0.0004966787,0.001048,0.0003946892,0.0009162451,0.001400421,0.0005804808,0.00154766],"category_scores_gemma":[0.01233724,0.000285294,0.001149983,0.002057378,0.0004807697,0.0005306901,0.0007788126,0.0009110755,0.0002020591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958845,"about_ca_system_score_gemma":0.002287011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2083129,"about_ca_topic_score_gemma":0.1219459,"domain_scores_codex":[0.9970474,0.0009400132,0.0003367916,0.0007004664,0.0005197143,0.0004556279],"domain_scores_gemma":[0.9888878,0.002468123,0.005387753,0.001357275,0.00107135,0.0008275813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001883451,0.00004117381,0.9972302,0.00002212225,0.0003640258,0.00003811596,0.0001197889,0.0003687567,0.00006976262,0.00006386302,0.0003350576,0.001158817],"study_design_scores_gemma":[0.000019758,0.00008146371,0.9956046,0.0000122714,0.0001268218,0.00004335745,0.0001464147,0.003469245,0.00005012715,0.00005327023,0.0003862396,0.000006489704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934853,0.0002682108,0.001114744,0.0001870255,0.00001833327,0.00003430872,0.004445652,0.00001726016,0.0004292348],"genre_scores_gemma":[0.9959558,0.00007267448,0.0003959432,0.00004583666,0.00001406591,0.00004290809,0.003171398,0.000005722852,0.0002956708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083129,"threshold_uncertainty_score":0.4142008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035230245236401,"score_gpt":0.3593336742223426,"score_spread":0.3289813717699785,"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."}}