{"id":"W4404363937","doi":"10.1161/circ.150.suppl_1.4140281","title":"Abstract 4140281: Redefining atrial fibrillation treatment success: Institutional results of atrial fibrillation care using patient-defined pragmatic goals","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01966103,0.0002723758,0.0005482798,0.0006126083,0.0008414845,0.002213795,0.0007227868,0.0007521771,0.003654101],"category_scores_gemma":[0.05727765,0.0001801824,0.001152872,0.001469603,0.0008135018,0.001616762,0.003424222,0.0009682412,0.0002643349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594878,"about_ca_system_score_gemma":0.008207958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009197378,"about_ca_topic_score_gemma":0.008427119,"domain_scores_codex":[0.9756419,0.0190653,0.001716033,0.0007136228,0.001698326,0.001164847],"domain_scores_gemma":[0.9665319,0.0121011,0.01126173,0.001920636,0.002460437,0.005724278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02123129,0.0100839,0.6426808,0.001270137,0.001968561,0.00008336074,0.00178049,0.005599085,0.0005241979,0.003438418,0.01222207,0.2991177],"study_design_scores_gemma":[0.006766913,0.01576644,0.9564517,0.0007222171,0.001140532,0.00009860053,0.002658037,0.005949141,0.001041716,0.002090058,0.007197696,0.0001169746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788346,0.001008419,0.001261302,0.005433273,0.00006609773,0.0006905727,0.00160296,0.00009195982,0.01101072],"genre_scores_gemma":[0.9972348,0.0001250325,0.001465701,0.000350212,0.00002972725,0.0003229601,0.0003490971,0.000009443531,0.0001129966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966103,"threshold_uncertainty_score":0.1039787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273801610978338,"score_gpt":0.3967420560116533,"score_spread":0.1693618949138195,"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."}}