{"id":"W2154235594","doi":"10.14503/thij-14-4137","title":"The Odyssey of TAVR from Concept to Clinical Reality","year":2014,"lang":"en","type":"article","venue":"Texas Heart Institute Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medtronic","keywords":"Medicine; Valve replacement; Stenosis; Natural history; Aortic valve replacement; Percutaneous; Aortic valve; Aortic valve stenosis; Population; valvular heart disease; Surgery; Intensive care medicine; Cardiology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006063289,0.0001147939,0.0004114921,0.00003143373,0.0001916592,0.00003758343,0.0001004593,0.00006605707,0.00008878195],"category_scores_gemma":[0.0005743376,0.00006974486,0.0008113534,0.00009068644,0.0001836515,0.00007316592,0.00004674376,0.0002757897,0.0001367317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961979,"about_ca_system_score_gemma":0.0002334176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466283,"about_ca_topic_score_gemma":0.00002332439,"domain_scores_codex":[0.9985771,0.0001486243,0.0005439665,0.0001620534,0.0003539498,0.0002143014],"domain_scores_gemma":[0.9985843,0.0002185096,0.0001283364,0.0003954515,0.0001840265,0.0004893938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004830503,0.0002997896,0.9463801,0.000006704606,0.0006548969,0.00002217905,0.00006763073,0.00001911874,0.00004931495,0.0008399278,0.03683395,0.0143433],"study_design_scores_gemma":[0.001458967,0.0003204275,0.7624356,0.0000738093,0.0002750422,0.00004530091,0.00002349116,0.00001590665,0.00008777033,0.0003576235,0.2348493,0.00005680359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890907,0.0005360196,0.0004035515,0.004293411,0.001877041,0.0002407356,0.00004315767,0.00002010328,0.003495249],"genre_scores_gemma":[0.9958965,0.0001488389,0.0005791593,0.001520354,0.001579488,0.000002001882,0.00001654193,0.00001069206,0.0002464206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980154,"threshold_uncertainty_score":0.2844113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049384314195423,"score_gpt":0.4335750277762744,"score_spread":0.3830811846343202,"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."}}