{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002658605,0.0002257368,0.001191919,0.001014919,0.0001214528,0.0009088521,0.0004495374,0.0006841703,0.0005746676],"category_scores_gemma":[0.005728696,0.0001454738,0.0006277703,0.001225103,0.0003993214,0.0007495739,0.0004308864,0.000739985,0.0001375632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887652,"about_ca_system_score_gemma":0.0009730824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006210397,"about_ca_topic_score_gemma":0.001224968,"domain_scores_codex":[0.9977036,0.0007499271,0.000637583,0.0001815958,0.0006691978,0.00005803054],"domain_scores_gemma":[0.996823,0.002305787,0.0005729889,0.00003694874,0.0002034019,0.00005785669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003466718,0.00006866758,0.01107113,0.02433798,0.0007258859,0.000413557,0.0002538573,0.0004920751,0.0008556407,0.003651848,0.00327215,0.9545105],"study_design_scores_gemma":[0.0003229327,0.002196901,0.2028126,0.05671168,0.006024536,0.02355521,0.001838841,0.002307649,0.004119073,0.02044813,0.6793835,0.0002790523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002294539,0.9962191,0.0003362247,0.0004223672,0.0001704734,0.000006890035,0.00002141949,0.000002016757,0.0005268937],"genre_scores_gemma":[0.04185028,0.9550592,0.001189612,0.0006998829,0.0008190447,0.00003008645,0.0000850183,0.000002877402,0.0002638977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002658605,"threshold_uncertainty_score":0.0140602,"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."}}