{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002625883,0.0002705258,0.0003734501,0.0001719643,0.0001132334,0.00001668371,0.00006649539,0.0001553503,0.005208705],"category_scores_gemma":[0.00001585767,0.0001501229,0.0003671931,0.0002071472,0.00005740469,0.0002508509,0.00002316791,0.0002572188,0.0001889445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006128011,"about_ca_system_score_gemma":0.00006519594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001384552,"about_ca_topic_score_gemma":0.00002938203,"domain_scores_codex":[0.9983785,0.00005495422,0.0003241188,0.0002999966,0.0003835807,0.0005588781],"domain_scores_gemma":[0.9988175,0.00006047107,0.00003461774,0.0004186147,0.00004484576,0.0006239331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001730649,0.002827695,0.8737649,0.0002952108,0.0002519269,0.0004500632,0.00234227,8.107659e-7,0.02275832,0.00004091106,0.01510293,0.08043436],"study_design_scores_gemma":[0.001399609,0.0002905671,0.9744863,0.00019064,0.0002883002,0.0001074026,0.0002047011,0.000005316072,0.002883494,0.0000166557,0.01983679,0.0002902077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906884,0.0003816725,0.0003380683,0.004139007,0.001146492,0.0005646088,0.00002484126,0.000208168,0.002508716],"genre_scores_gemma":[0.9951038,0.001069681,0.0002154435,0.000836021,0.0003296836,0.00006819807,0.00007112562,0.00004653629,0.002259541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007215,"threshold_uncertainty_score":0.9957007,"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."}}