{"id":"W2904223968","doi":"10.14740/cr789","title":"Bioprosthetic Valve Thrombosis","year":2018,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thrombosis; Valve replacement; Cardiology; Surgery; Internal medicine; Aortic valve; Presentation (obstetrics); Mechanical valve; Stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001072033,0.0004285811,0.003868249,0.0005760182,0.000217161,0.00003252716,0.0002726462,0.000754146,0.0002162454],"category_scores_gemma":[0.000350784,0.0002965258,0.008646917,0.0007230738,0.0009562838,0.00002201804,0.0003524647,0.0009326214,0.005771191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051172,"about_ca_system_score_gemma":0.000927136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517969,"about_ca_topic_score_gemma":1.435944e-7,"domain_scores_codex":[0.9961778,0.0009568586,0.000422922,0.0009274484,0.0005865478,0.0009284258],"domain_scores_gemma":[0.9971598,0.0003911814,0.00008029209,0.001402763,0.0005450508,0.0004209017],"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":[0.0000616312,0.0002126632,0.006794481,0.02252417,0.02843347,0.0005514567,0.0000335914,2.999125e-8,4.463781e-7,0.0002106177,0.07886889,0.8623086],"study_design_scores_gemma":[0.0003786098,0.000500782,0.002355584,0.004454559,0.00767192,0.0004044592,0.0000180854,1.028928e-7,2.08234e-7,0.00008653563,0.9839151,0.0002140517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001106466,0.9764636,0.000001470204,0.00002953732,0.0004496567,0.00190622,0.0001940616,0.0000665167,0.02077825],"genre_scores_gemma":[0.0002855108,0.9950155,0.00002073584,0.00002524902,0.001554759,0.0006843023,0.0006440441,0.0001102509,0.001659664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9050462,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903270538019081,"score_gpt":0.5730212485188733,"score_spread":0.2826941947169652,"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."}}