{"id":"W2735720128","doi":"10.1161/circoutcomes.5.suppl_1.a261","title":"Abstract 261: Where Clinical Practice, Emerging Medical Technology, And Evaluation Intersect In A Healthcare System Based On Equal Access: The Example Of Transcatheter Aortic Valve Replacement","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Montreal Heart Institute; Hôpital Fleurimont; Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Government (linguistics); Valve replacement; Health care; Randomized controlled trial; Clinical trial; Stenosis; Christian ministry; Medical emergency; Family medicine; Intensive care medicine; Surgery; Cardiology; Internal medicine; Economic growth; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081435,0.0001652592,0.0006772392,0.0001857218,0.00008345523,0.00002184451,0.00006106391,0.0001861563,0.00001599927],"category_scores_gemma":[0.001077396,0.0001154801,0.001596878,0.0002218468,0.0001074802,0.000175614,0.00003451807,0.0002362315,0.000001691064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485221,"about_ca_system_score_gemma":0.000125812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009171401,"about_ca_topic_score_gemma":0.00001528407,"domain_scores_codex":[0.9966719,0.0009090323,0.0007864062,0.0003399065,0.001078386,0.0002143958],"domain_scores_gemma":[0.9982039,0.0006740961,0.0002116631,0.0005735866,0.0001721825,0.0001645396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000172437,0.0002384173,0.955794,0.0005739965,0.002511368,0.000001537931,0.0002646142,0.0001026959,0.000001015909,0.0007109958,0.000002823412,0.03962612],"study_design_scores_gemma":[0.003434255,0.00006847743,0.9913852,0.0003138608,0.00208165,0.00001381365,0.001053989,0.001353193,0.000003209396,0.00004206042,0.0001457881,0.000104483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841452,0.01034302,0.001139931,0.002819464,0.0002533718,0.001139947,0.0000117289,0.00003280496,0.0001145507],"genre_scores_gemma":[0.9991341,0.0001694228,0.00004624412,0.0004331448,0.00006703327,0.00009798458,0.00003720901,0.00001414879,7.299233e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03952164,"threshold_uncertainty_score":0.4709143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157678495748238,"score_gpt":0.4696323084181308,"score_spread":0.353864458843307,"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."}}