{"id":"W3202616356","doi":"10.1097/hco.0000000000000935","title":"Current and future transcatheter aortic valve replacement valves","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research","keywords":"Valve replacement; SAFER; Perioperative; Current (fluid); Aortic valve replacement","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001271261,0.0004982494,0.001173891,0.001416491,0.0001637733,0.001519954,0.0006627953,0.0009091101,0.004105492],"category_scores_gemma":[0.002360226,0.0001951636,0.0006707605,0.001080232,0.0003779844,0.00134717,0.0005157578,0.001011346,0.001068905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606781,"about_ca_system_score_gemma":0.00142045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361249,"about_ca_topic_score_gemma":0.0006194072,"domain_scores_codex":[0.9994276,0.00009409045,0.0001442143,0.00008859707,0.0002101825,0.00003535735],"domain_scores_gemma":[0.9984938,0.0008736638,0.0003036995,0.00002574252,0.0002472575,0.00005589462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000101043,0.00004458964,0.0004766382,0.05515932,0.0002515046,0.0003013625,0.00008934499,0.0003308523,0.001546482,0.002889782,0.02008892,0.9187202],"study_design_scores_gemma":[0.00003984812,0.0002297536,0.002523781,0.02812979,0.0006664714,0.003243066,0.0001597227,0.00022568,0.0008611619,0.002553194,0.9613363,0.00003122529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001388908,0.9988372,0.00008347402,0.0003552829,0.0002252524,0.000002882575,0.00001428682,0.000003113732,0.000339653],"genre_scores_gemma":[0.001261873,0.9975408,0.0001875583,0.000279668,0.0005056869,0.000004929345,0.00002862503,0.000001527759,0.0001893445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004105492,"threshold_uncertainty_score":0.01373422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539790965380827,"score_gpt":0.3831181661312387,"score_spread":0.3477202564774304,"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."}}