{"id":"W2908683751","doi":"10.1016/j.jcin.2018.09.041","title":"Blood Disorders in Patients Undergoing Transcatheter Aortic Valve Replacement","year":2019,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences; Université Laval","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Valve replacement; Stenosis; Etiology; Incidence (geometry); Cardiology; Internal medicine; Anemia; Aortic valve stenosis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003739925,0.0006621294,0.003125255,0.0005643975,0.00007304161,0.00005850705,0.0001938188,0.0002977181,0.000241453],"category_scores_gemma":[0.00009066779,0.0005755972,0.1081143,0.0004485318,0.00004003151,0.0001031102,0.0001210099,0.0004356709,0.0004101603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730144,"about_ca_system_score_gemma":0.0002288368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007177871,"about_ca_topic_score_gemma":0.00002479674,"domain_scores_codex":[0.9962325,0.000377841,0.001187523,0.0009596797,0.0007218641,0.0005206473],"domain_scores_gemma":[0.9976918,0.00008664822,0.0002497105,0.001678167,0.00008911766,0.0002046256],"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":[0.00003828792,0.003295007,0.02507499,0.05893663,0.1506083,0.000006575337,0.0000458939,0.00001612366,3.169382e-9,0.00002028563,0.0001388477,0.761819],"study_design_scores_gemma":[0.01338357,0.00127851,0.0556786,0.09262556,0.368318,0.00003297205,0.00005911124,0.000002203328,1.171683e-7,0.00004061441,0.4674483,0.001132458],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001151051,0.9920955,0.000115037,0.000007507127,0.0007487058,0.004193794,0.0002045362,0.00006724532,0.001416676],"genre_scores_gemma":[0.0141904,0.9825252,0.0000447661,0.00001490314,0.00009518302,0.0008395766,0.001565471,0.0001577907,0.0005666555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7606866,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353575937970463,"score_gpt":0.3561829001378716,"score_spread":0.3208253063408253,"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."}}