{"id":"W4389953305","doi":"10.1161/circ.148.suppl_1.12401","title":"Abstract 12401: Multidimensional Representativeness of Older Adults With Atrial Fibrillation in Randomized Controlled Trials: Comparing Participants of 12 Oral Anticoagulant RCTs to a Nationally Representative US Cohort","year":2023,"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":"University of Ottawa; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cohort; Internal medicine; Population; Stroke (engine); Randomized controlled trial; Myocardial infarction; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2513504,0.001215041,0.003323223,0.004509724,0.0008137771,0.003181444,0.00159537,0.002055282,0.002813108],"category_scores_gemma":[0.3181698,0.0006781255,0.01157813,0.006580485,0.0020099,0.002421628,0.003425674,0.001676509,0.0002460941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196125,"about_ca_system_score_gemma":0.001432352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297793,"about_ca_topic_score_gemma":0.001845853,"domain_scores_codex":[0.6804088,0.2491177,0.03982109,0.01405282,0.01497591,0.001623649],"domain_scores_gemma":[0.6476336,0.226357,0.08661234,0.02608445,0.01118626,0.002126365],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01515248,0.0003078436,0.802368,0.005653908,0.1284501,0.0001556566,0.001159156,0.004391577,0.000888472,0.002455886,0.005582597,0.03343432],"study_design_scores_gemma":[0.01043099,0.006009112,0.8927423,0.002039743,0.04381793,0.0006247013,0.001052286,0.02722288,0.001047675,0.004936218,0.009821593,0.0002544508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650389,0.01516421,0.08436583,0.003393995,0.0008937923,0.008788211,0.01849975,0.0005811155,0.003274321],"genre_scores_gemma":[0.9680882,0.000559228,0.01869659,0.0005259181,0.0001607635,0.006540967,0.005189745,0.00004714279,0.0001914085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7486496,"threshold_uncertainty_score":0.9232183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3427402222420688,"score_gpt":0.4599405789937794,"score_spread":0.1172003567517106,"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."}}