{"id":"W2158497793","doi":"10.1111/trf.12007","title":"Does anemia impact hospital readmissions after coronary artery bypass surgery?","year":2012,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Canadian Blood Services; Health Sciences Centre; Institute for Work & Health; Ottawa Hospital; University of Toronto; Baycrest Hospital; University of Ottawa; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Anemia; Odds ratio; Comorbidity; Heart failure; Coronary artery disease; Confidence interval; Retrospective cohort study; Internal medicine; Healthcare Cost and Utilization Project; Surgery; Cardiac surgery; Cardiology; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009468826,0.0001747975,0.0003267066,0.0004119643,0.0003932913,0.0008765311,0.0003878004,0.0006658575,0.001950911],"category_scores_gemma":[0.01089454,0.0001465387,0.0004865556,0.000676939,0.0003411667,0.0003753629,0.000321035,0.0007163785,0.0001375893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222506,"about_ca_system_score_gemma":0.001436343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05331143,"about_ca_topic_score_gemma":0.09210519,"domain_scores_codex":[0.9992536,0.0003073805,0.0000607703,0.00008011741,0.0001222906,0.0001757709],"domain_scores_gemma":[0.994527,0.001257806,0.002536785,0.000116251,0.0005996248,0.0009624904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008204642,0.00002971224,0.9976641,0.00001735772,0.00005403099,0.0000491644,0.00005091352,0.00002542157,0.00001588576,0.00001901242,0.0002442435,0.001748117],"study_design_scores_gemma":[0.000004527714,0.00002968174,0.999564,0.00001922746,0.00003015278,0.00005195084,0.00007938391,0.00009115534,0.000006471199,0.00002548279,0.00009614562,0.000001836434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932319,0.002990763,0.00004677648,0.001970655,0.00003175116,0.000007864752,0.0003949716,0.000004261466,0.00132116],"genre_scores_gemma":[0.9993258,0.0003696243,0.00001757011,0.00009059411,0.00002818353,0.000001660324,0.0001102986,7.968981e-7,0.00005549987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05331143,"threshold_uncertainty_score":0.1060023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103015252392766,"score_gpt":0.2575306433134478,"score_spread":0.2465004907895202,"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."}}