{"id":"W2345246055","doi":"10.1136/heartasia-2015-010660","title":"A mechanical heart valve is the best choice","year":2016,"lang":"en","type":"article","venue":"Heart Asia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; valvular heart disease; Context (archaeology); Mechanical heart-valve; Atrial fibrillation; Stenosis; Prosthesis; Thrombus; Pharmacist; Mechanical valve; Mitral valve replacement; Mechanical heart; Cardiology; Intensive care medicine; Heart valve; Mitral valve; Internal medicine; Surgery; Family 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":[0.001055997,0.0003153759,0.0007228602,0.000567084,0.00157112,0.001994393,0.0004778391,0.002994165,0.0560865],"category_scores_gemma":[0.007268917,0.0001668899,0.0006454219,0.00025918,0.0008680981,0.002390542,0.0008815734,0.003516648,0.01694605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365428,"about_ca_system_score_gemma":0.001035822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004519603,"about_ca_topic_score_gemma":0.001225656,"domain_scores_codex":[0.9989022,0.0002432842,0.0001144058,0.0001431251,0.000429086,0.0001679294],"domain_scores_gemma":[0.997481,0.0006051461,0.0002377666,0.0001322143,0.0003428018,0.001200931],"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":[0.0003132113,0.0003962153,0.01083008,0.0006676811,0.00007427864,0.006798022,0.0007285103,0.0002113886,0.002068532,0.02090017,0.478773,0.4782389],"study_design_scores_gemma":[0.0001303915,0.0003941309,0.007167506,0.00212855,0.00006170422,0.03331622,0.001053868,0.0001820528,0.0006849663,0.02892014,0.9258673,0.00009320954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02862523,0.06710734,0.01097837,0.5604452,0.02422237,0.00008601235,0.0007528546,0.0005696073,0.3072129],"genre_scores_gemma":[0.3748442,0.07250807,0.02238102,0.3122867,0.0414076,0.0001730403,0.0008836368,0.000613005,0.1749028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0560865,"threshold_uncertainty_score":0.187628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296341301789024,"score_gpt":0.3520978633935481,"score_spread":0.3291344503756579,"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."}}