{"id":"W4399142260","doi":"10.21037/acs-2023-aae-0166","title":"Prosthesis-patient mismatch in transcatheter and surgical aortic valve replacement","year":2024,"lang":"en","type":"article","venue":"Annals of Cardiothoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Aortic valve replacement; Prosthesis; Valve replacement; Incidence (geometry); Surgery; Aortic valve; Randomized controlled trial; Cardiology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005392416,0.0001894599,0.0007012875,0.0002662909,0.00001928328,0.00002735923,0.00002151888,0.0000794825,0.00005044375],"category_scores_gemma":[0.0000510084,0.0001541682,0.002725286,0.0002685384,0.00006150235,0.0000814512,0.00001865109,0.00009902219,0.00001183041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002779288,"about_ca_system_score_gemma":0.0001161304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003750978,"about_ca_topic_score_gemma":3.451269e-7,"domain_scores_codex":[0.9983802,0.0001112622,0.0004590117,0.0003785338,0.0003784085,0.0002926172],"domain_scores_gemma":[0.9990495,0.0003568078,0.00004551667,0.0002955973,0.0000712947,0.0001812731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001383742,0.0004558739,0.7256277,0.001367964,0.003374799,0.0004931599,0.0007809108,0.000007323557,0.0000618176,0.00003376307,0.002209624,0.2642033],"study_design_scores_gemma":[0.0009407151,0.0005954264,0.9611194,0.003173543,0.002096573,0.0004165221,0.0003571025,0.0001388968,0.006852607,0.0002703821,0.02345912,0.0005797634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613472,0.03608865,0.000004674217,0.0007589727,0.0002072944,0.0003908435,0.0000361275,0.00004465874,0.001121597],"genre_scores_gemma":[0.9967275,0.002809626,0.00001784977,0.0001458877,0.0000734201,0.00007617044,0.00003022394,0.00003156491,0.00008781163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2636235,"threshold_uncertainty_score":0.6286797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058395246655901,"score_gpt":0.3761468264120467,"score_spread":0.3355628739454877,"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."}}