{"id":"W4411729910","doi":"10.1016/j.jacc.2025.06.017","title":"1-Year Results From a Multicenter Trial of a Polymer Surgical Mitral Valve","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Clair College","funders":"","keywords":"Medicine; Center (category theory); Mitral valve; Cardiology; Internal medicine","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":[0.004928968,0.002279835,0.003592341,0.0003112167,0.0007413423,0.002143142,0.001345798,0.002569759,0.005071091],"category_scores_gemma":[0.005331641,0.0007248134,0.004243856,0.0004305169,0.001889506,0.002582159,0.0007863269,0.004702439,0.0008004027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006605451,"about_ca_system_score_gemma":0.0007864464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007684679,"about_ca_topic_score_gemma":0.00115534,"domain_scores_codex":[0.997425,0.001471262,0.0001496964,0.0005062853,0.0001058245,0.0003419519],"domain_scores_gemma":[0.9953886,0.0017048,0.001074272,0.0005866931,0.0002319704,0.001013649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9850698,0.00293061,0.002248809,0.0001940747,0.002797562,0.00004849586,0.00004407168,0.0002445331,0.00135592,0.0001187077,0.0005245224,0.004422975],"study_design_scores_gemma":[0.8435174,0.1267662,0.02095944,0.00007295606,0.005724831,0.0001085706,0.0001180955,0.0005794457,0.0005982319,0.0004634611,0.001030905,0.00006044844],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886197,0.00591086,0.0006045434,0.001310435,0.0006958033,0.0003583376,0.0009111478,0.00004593949,0.001543326],"genre_scores_gemma":[0.9927835,0.001700721,0.0005510371,0.001108683,0.0007691737,0.0002877512,0.001593247,0.0000268722,0.001178972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005071091,"threshold_uncertainty_score":0.02606714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047834621060208,"score_gpt":0.3223171243025612,"score_spread":0.3118387780919591,"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."}}