{"id":"W4303423797","doi":"10.22541/au.166514058.85962661/v1","title":"8-year outcomes of aortic valve replacement with the Carpentier-Edwards PERIMOUNT Magna Ease valve","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Paul's Hospital; Health Sciences Centre; University of British Columbia","funders":"Edwards Lifesciences","keywords":"Medicine; Interquartile range; Aortic valve replacement; Concomitant; Aortic valve; Surgery; Confidence interval; Hemodynamics; Internal medicine; Cardiology; 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":[0.001445926,0.0002770509,0.0005039993,0.0004153894,0.0002117781,0.0005252871,0.000328672,0.0004725289,0.001110885],"category_scores_gemma":[0.002557539,0.0001427635,0.0007045175,0.0002366826,0.0002440952,0.0005818392,0.0004529218,0.0004642409,0.0001692737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570885,"about_ca_system_score_gemma":0.0002097731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003508949,"about_ca_topic_score_gemma":0.0005212153,"domain_scores_codex":[0.9993388,0.0001456248,0.00008949525,0.00016049,0.0001553556,0.0001102103],"domain_scores_gemma":[0.9977484,0.0003200996,0.00124391,0.0001299047,0.0001706003,0.0003871509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003359006,0.0003013351,0.9839799,0.0000605917,0.0002958987,0.0001936678,0.0000850742,0.0002718763,0.0005864444,0.00004500286,0.0003601995,0.01046095],"study_design_scores_gemma":[0.0001746674,0.004535085,0.9934052,0.00002832295,0.0001805649,0.0006169751,0.0000917611,0.000366739,0.0001558504,0.00007096052,0.0003540774,0.00001985965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991291,0.0003673235,0.0000445851,0.00002942107,0.000008997212,0.000006257725,0.0001863323,0.000002530979,0.0002253484],"genre_scores_gemma":[0.9992396,0.00009099028,0.0000497037,0.00001531293,0.00002646214,0.000009649423,0.0004500346,6.979973e-7,0.0001177122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445926,"threshold_uncertainty_score":0.007646859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466593868331862,"score_gpt":0.3292118971125279,"score_spread":0.3145459584292092,"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."}}