{"id":"W2397995622","doi":"","title":"Comparative clinical outcomes with St. Jude Medical, Medtronic Hall and CarboMedics mechanical heart valves.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Concomitant; Medicine; Internal medicine; Cardiology; Mitral valve replacement; Mitral valve; Mechanical heart; Mechanical valve; Aortic valve replacement; Surgery","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":[0.001863323,0.0002389038,0.0004300823,0.0006368764,0.0001929724,0.0004318396,0.0002537419,0.0004368771,0.001514733],"category_scores_gemma":[0.003972522,0.00008522695,0.0005230209,0.0004115328,0.0003165072,0.0004104755,0.0003308746,0.0003065776,0.0002295601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409542,"about_ca_system_score_gemma":0.0001727612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916278,"about_ca_topic_score_gemma":0.0004007316,"domain_scores_codex":[0.9990133,0.0003910537,0.0001554783,0.0001549195,0.000188302,0.00009689205],"domain_scores_gemma":[0.9960212,0.00155866,0.001389896,0.0001227131,0.0002629647,0.000644562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0043677,0.0001895044,0.9738048,0.0001525266,0.0004258424,0.0002801087,0.0001105604,0.0001475855,0.0006057413,0.00006740274,0.0002591266,0.01958913],"study_design_scores_gemma":[0.0003775149,0.009471497,0.9861666,0.00006373711,0.0002839608,0.002084874,0.0002753644,0.0002979805,0.0004440986,0.00009362274,0.0004254496,0.00001539019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997063,0.002161532,0.00007967933,0.00003617864,0.0000164042,0.00001046115,0.000147386,0.000002240699,0.0004831494],"genre_scores_gemma":[0.9992524,0.0002541918,0.00008031545,0.00001831447,0.00003587171,0.000008575433,0.0002953289,7.481933e-7,0.0000542939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863323,"threshold_uncertainty_score":0.009854257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347202701175036,"score_gpt":0.3850840100627548,"score_spread":0.3316119830510045,"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."}}