{"id":"W4379742954","doi":"10.1016/j.jcin.2023.03.035","title":"Bioprosthetic Valve Remodeling in Nonfracturable Surgical Valves","year":2023,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Heart valve; Valve replacement; Medicine; Cardiology; Aortic valve; 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":[0.001121455,0.0003075847,0.0003623352,0.000502535,0.0002298593,0.001212892,0.0003789506,0.0006529979,0.002184311],"category_scores_gemma":[0.002572541,0.0001555507,0.0003950252,0.0002029825,0.0005321367,0.0005794568,0.0002804186,0.0005947809,0.0002166091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738035,"about_ca_system_score_gemma":0.0001518579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466434,"about_ca_topic_score_gemma":0.0002486584,"domain_scores_codex":[0.9996159,0.00009222021,0.00004104637,0.00006475656,0.0001125642,0.00007350418],"domain_scores_gemma":[0.9983563,0.0005913316,0.0005892054,0.0001889408,0.00009708751,0.0001770441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007201383,0.001259322,0.5636979,0.0006073934,0.0005498183,0.01803813,0.0007591582,0.0008329655,0.1303656,0.003222939,0.0009217446,0.2725436],"study_design_scores_gemma":[0.0001518629,0.003774224,0.9576818,0.0001189034,0.0001888554,0.0249339,0.0004017719,0.001775074,0.007304463,0.001757432,0.001882865,0.00002881955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941452,0.002436622,0.001231145,0.0001674791,0.0000618055,0.00001229826,0.00003357552,0.0000186038,0.001893191],"genre_scores_gemma":[0.9985408,0.0004445621,0.0004023215,0.00006496307,0.0001138037,0.000005430894,0.00004753866,0.000004099407,0.0003765263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002184311,"threshold_uncertainty_score":0.007307231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373676979082976,"score_gpt":0.3810662781504259,"score_spread":0.3373295083595962,"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."}}