{"id":"W2100326945","doi":"10.1002/ccd.25389","title":"Blood loss and transfusion rates associated with transcatheter aortic valve replacement: Recommendations for patients who refuse blood transfusion","year":2014,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Valve replacement; Blood transfusion; Surgery; Internal medicine; Cardiology; Stenosis","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":[0.001004694,0.0001943795,0.0002758337,0.0006869818,0.000238321,0.0003951111,0.0003105451,0.0004411791,0.0006608041],"category_scores_gemma":[0.006563055,0.0001056225,0.0002867737,0.0004995084,0.000186124,0.0003163766,0.0001922605,0.0004982544,0.0001532362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553987,"about_ca_system_score_gemma":0.0003290554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802436,"about_ca_topic_score_gemma":0.001920571,"domain_scores_codex":[0.9993711,0.0002002803,0.0001526957,0.00007745788,0.0001530115,0.00004541999],"domain_scores_gemma":[0.9968584,0.0009232986,0.001425887,0.0001107744,0.0003878743,0.0002937965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008066625,0.00001616707,0.9967949,0.000009194009,0.00001623772,0.00003988105,0.00002969128,0.00006746387,0.00005583471,0.00000947265,0.0001672845,0.002713258],"study_design_scores_gemma":[0.00001923081,0.0001896267,0.996541,0.0000424555,0.00005071497,0.0005923623,0.0002370164,0.001648533,0.0002593039,0.00004347564,0.0003689004,0.000007329215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974955,0.0009893033,0.0003292433,0.0004769222,0.00002635699,0.00001455734,0.0001588765,0.000009440884,0.0004997618],"genre_scores_gemma":[0.9989905,0.0002889993,0.0003791942,0.00005552249,0.00002622396,0.000009452059,0.0001769406,0.000001993018,0.00007117938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802436,"threshold_uncertainty_score":0.005313396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457771180366852,"score_gpt":0.2866334859956721,"score_spread":0.2720557741920036,"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."}}