{"id":"W2321169973","doi":"10.1016/s0145-4145(09)79458-4","title":"Aortic valve replacement with Toronto SPV bioprosthesis: Optimal patient survival but suboptimal valve durability","year":2009,"lang":"en","type":"article","venue":"Yearbook of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Durability; Medicine; Aortic valve replacement; Surgery; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001921452,0.0001740486,0.00026038,0.0002061799,0.000320953,0.0005553145,0.0002224685,0.0005507416,0.003046077],"category_scores_gemma":[0.0009101029,0.00008248285,0.0001256915,0.0002834593,0.0003370294,0.0002391304,0.0001998242,0.000501871,0.0003911291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004457282,"about_ca_system_score_gemma":0.0007314538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004329647,"about_ca_topic_score_gemma":0.01618387,"domain_scores_codex":[0.9999213,0.00001273056,0.000009891216,0.00001315015,0.0000264683,0.00001638959],"domain_scores_gemma":[0.9996343,0.0001755753,0.00003881031,0.00001991819,0.00002862937,0.0001028094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002158392,0.0002011489,0.4041668,0.0002730107,0.0001553703,0.04101751,0.0005351367,0.002023107,0.01509895,0.008650546,0.04729111,0.4784289],"study_design_scores_gemma":[0.0002469944,0.001718288,0.7612838,0.0002045193,0.000201574,0.1924036,0.0007500399,0.006962453,0.003896691,0.007398393,0.02486486,0.00006868644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941683,0.01243449,0.002157081,0.007453787,0.0005001349,0.00001103185,0.0002666413,0.00007617388,0.03541769],"genre_scores_gemma":[0.9902352,0.003472684,0.001289389,0.0005923939,0.0005319442,0.000005464121,0.0001721899,0.00001750139,0.003683189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004329647,"threshold_uncertainty_score":0.01019013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097680768494054,"score_gpt":0.2856371994776359,"score_spread":0.2746603917926954,"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."}}