{"id":"W3091152029","doi":"10.1093/ehjci/jeaa235","title":"Reclassification of prosthesis–patient mismatch after transcatheter aortic valve replacement using predicted vs. measured indexed effective orifice area","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Body surface area; Cardiology; Internal medicine; Prosthesis; Aortic valve replacement; Balloon; Valve replacement; Aortic valve; Incidence (geometry); Surgery; Stenosis","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":[],"consensus_categories":[],"category_scores_codex":[0.001362764,0.0002383778,0.0002633907,0.0006926677,0.0001562674,0.0005368042,0.0004067762,0.0005239949,0.001178954],"category_scores_gemma":[0.004059085,0.0001187021,0.0004642661,0.0004287262,0.0003127804,0.0005748711,0.0005696209,0.000471899,0.0001834187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935082,"about_ca_system_score_gemma":0.0001691562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006027303,"about_ca_topic_score_gemma":0.0008290388,"domain_scores_codex":[0.9992915,0.0001913869,0.0001193353,0.0001882358,0.0001243712,0.00008505985],"domain_scores_gemma":[0.9963767,0.0009999973,0.001794608,0.0002269262,0.0001712067,0.0004306209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318468,0.00001046157,0.999117,0.000002936041,0.00002328389,0.00002217651,0.00001297159,0.00003755073,0.00005393234,0.00000945845,0.00001858718,0.0005598661],"study_design_scores_gemma":[0.000006057866,0.0001479888,0.9987673,0.000004070291,0.00001862155,0.0002347829,0.00007266372,0.0005923744,0.00007117874,0.00003153806,0.0000503711,0.000003143028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994931,0.0001386465,0.00007540137,0.00002444141,0.000008147162,0.000002532928,0.00009290445,0.000002096309,0.0001626343],"genre_scores_gemma":[0.9998227,0.00001414244,0.00002494474,0.000005553798,0.00001029467,0.000001411772,0.00009639695,5.288139e-7,0.00002404795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362764,"threshold_uncertainty_score":0.007207096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125705652268701,"score_gpt":0.2828352060800171,"score_spread":0.2515781495573301,"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."}}