{"id":"W2118168408","doi":"10.1161/circulationaha.108.778886","title":"Prosthetic Heart Valves","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":769,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; St. Jude Medical; Canada Research Chairs","keywords":"Medicine; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007876239,0.0005379174,0.0007978202,0.0007526955,0.0007196455,0.002321454,0.0007996404,0.001178132,0.04669787],"category_scores_gemma":[0.001994343,0.0001877509,0.0005539012,0.0005678832,0.0004359914,0.000609413,0.0009181389,0.001398254,0.03277706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670688,"about_ca_system_score_gemma":0.0007246853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002812731,"about_ca_topic_score_gemma":0.0003134715,"domain_scores_codex":[0.9992205,0.0001038832,0.0000840932,0.000109654,0.0003766585,0.0001052008],"domain_scores_gemma":[0.9992207,0.0001517643,0.0001169945,0.0001184056,0.0002059784,0.0001861629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003296594,0.0002852192,0.005589641,0.001540157,0.0001433795,0.002712239,0.0001561362,0.0001658021,0.01408315,0.01658103,0.1555912,0.8028224],"study_design_scores_gemma":[0.00009146682,0.0003278855,0.005855013,0.0005119756,0.00006153014,0.01404116,0.00006803216,0.0001916778,0.003724197,0.004429018,0.9706722,0.00002578919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03071654,0.4607269,0.04139504,0.01615315,0.01877935,0.0005809579,0.005105358,0.002650434,0.4238922],"genre_scores_gemma":[0.3439177,0.1702014,0.02371275,0.01644751,0.01177458,0.0005743541,0.007808145,0.0003328707,0.4252308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04669787,"threshold_uncertainty_score":0.1562199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458850774007926,"score_gpt":0.3341639322178003,"score_spread":0.319575424477721,"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."}}