{"id":"W2414239020","doi":"","title":"The worldwide mid-term experience with the Medtronic ADVANTAGE bileaflet mechanical heart valve.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical valve; Cardiology; Internal medicine; Mechanical heart-valve; Prosthesis; Mechanical heart; Aortic valve; Surgery; Heart valve","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":[0.001535233,0.0003087319,0.0002468685,0.0004769667,0.0003652874,0.0007926547,0.000377186,0.0003954172,0.004013285],"category_scores_gemma":[0.002783297,0.0001196112,0.0002814802,0.0005477081,0.0004141013,0.0007868966,0.0009853438,0.000504661,0.001792372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131638,"about_ca_system_score_gemma":0.000426023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446837,"about_ca_topic_score_gemma":0.001474486,"domain_scores_codex":[0.9991236,0.0002708605,0.0001038268,0.0001506416,0.0001810307,0.000169992],"domain_scores_gemma":[0.997619,0.0003779225,0.0008582179,0.0001829203,0.0002312108,0.0007308469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004540911,0.0002458883,0.8463512,0.0001203929,0.0000760072,0.0007382177,0.0004268335,0.0001026706,0.001227965,0.0001799826,0.003128651,0.1469481],"study_design_scores_gemma":[0.00004655298,0.001775209,0.9634594,0.0001658598,0.00007576629,0.01524266,0.0008021423,0.0001980596,0.0006318565,0.0001852155,0.017392,0.00002534742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677959,0.02300497,0.0008087427,0.001403159,0.0002272283,0.00001725298,0.0003932008,0.00004395773,0.006305506],"genre_scores_gemma":[0.9907005,0.006133535,0.0004911387,0.0005965407,0.0003407269,0.00001831308,0.0004997907,0.00001072594,0.00120868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004013285,"threshold_uncertainty_score":0.01342571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009336449026660023,"score_gpt":0.2761637596277118,"score_spread":0.2668273106010518,"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."}}