{"id":"W2140524511","doi":"10.1161/circinterventions.113.000409","title":"Prevalence, Factors Associated With, and Prognostic Effects of Preoperative Anemia on Short- and Long-Term Mortality in Patients Undergoing Transcatheter Aortic Valve Implantation","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Blood transfusion and management","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Aortic valve; Cardiology; Internal medicine; Anemia; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001550414,0.0001416643,0.0003067457,0.0001686466,0.00005106421,0.00002491697,0.00002692483,0.00006587428,0.00002286615],"category_scores_gemma":[0.00008368499,0.0001183428,0.000468908,0.0001474477,0.00005668053,0.0001635379,0.00001139443,0.00009974175,8.73924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005017368,"about_ca_system_score_gemma":0.00001334351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024459,"about_ca_topic_score_gemma":0.00004775857,"domain_scores_codex":[0.9988426,0.0001534251,0.0003139729,0.0002732302,0.0002905986,0.0001262053],"domain_scores_gemma":[0.9994833,0.00008649639,0.00005841958,0.0001838054,0.0001216151,0.00006631075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009909169,0.000405742,0.9933113,0.002118668,0.001737921,0.000001261196,0.0004678245,0.0001147351,0.00005918185,0.00002333074,6.378006e-7,0.001749463],"study_design_scores_gemma":[0.002424402,0.0004063561,0.9919363,0.002364269,0.00239418,0.000002006854,0.00004276133,0.00009384313,0.0002061584,0.00002062147,7.616832e-8,0.0001090304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944408,0.0004963867,0.002527527,0.000009099997,0.00004797543,0.002409135,0.000007383317,0.00002550229,0.00003618217],"genre_scores_gemma":[0.9996364,0.00005932196,0.00001226492,0.00001493594,0.000005052307,0.0001372653,0.0001116348,0.00001451789,0.000008679237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195519,"threshold_uncertainty_score":0.4825881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590739580469804,"score_gpt":0.2733402320879283,"score_spread":0.2474328362832303,"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."}}