{"id":"W4410002686","doi":"10.1016/j.jacadv.2025.101761","title":"Polymeric Heart Valves","year":2025,"lang":"en","type":"editorial","venue":"JACC Advances","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine","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":[0.006402123,0.004042616,0.004791277,0.003251145,0.002674448,0.009379422,0.003124231,0.01916085,0.02078505],"category_scores_gemma":[0.01887744,0.001737765,0.003186594,0.001184054,0.002230563,0.004374702,0.003098789,0.02509241,0.01845874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478371,"about_ca_system_score_gemma":0.003050377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379835,"about_ca_topic_score_gemma":0.005298715,"domain_scores_codex":[0.9942579,0.0009135615,0.0005735423,0.0005804464,0.003142751,0.0005317086],"domain_scores_gemma":[0.9896502,0.003921652,0.00106353,0.0003375094,0.00264698,0.002379972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003919879,0.00001062137,0.00001576224,0.0002068599,0.00002174413,0.00007064132,0.000005046372,0.00002184331,0.000056317,0.0003456899,0.9879363,0.01126987],"study_design_scores_gemma":[0.0001328147,0.00004302338,0.0001419538,0.0004523306,0.00007330769,0.0002145594,0.00001285201,0.0001133596,0.00008870003,0.001273994,0.9974365,0.00001663929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003642071,0.0181939,0.0001507098,0.03346376,0.9451249,0.00002098112,0.00004643687,0.00007326923,0.002889649],"genre_scores_gemma":[0.0004374415,0.01031362,0.0001402626,0.03515663,0.9419546,0.0000294722,0.00004469901,0.00003801081,0.01188522],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02078505,"threshold_uncertainty_score":0.06953299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004720309495440201,"score_gpt":0.3684967848534448,"score_spread":0.3637764753580046,"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."}}