{"id":"W1586990666","doi":"10.1111/trf.12364","title":"Blood transfusion in cardiac surgery does increase the risk of 5‐year mortality: results from a contemporary series of 1714 propensity‐matched patients","year":2013,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Cryoprecipitate; Propensity score matching; Blood transfusion; Hazard ratio; Proportional hazards model; Surgery; Internal medicine; Cardiac surgery; Confidence interval; Fibrinogen","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":[0.001067517,0.0002777633,0.001065796,0.0002025338,0.00008257705,0.00001379423,0.0001491584,0.0001708445,0.000171436],"category_scores_gemma":[0.0001412019,0.000161643,0.0003890068,0.000418945,0.0001954499,0.0002370956,0.00004023984,0.0003216876,0.000008539558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539311,"about_ca_system_score_gemma":0.0001189914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07360468,"about_ca_topic_score_gemma":0.002477687,"domain_scores_codex":[0.9969715,0.000526836,0.001120134,0.0004576439,0.0006732469,0.0002505724],"domain_scores_gemma":[0.9983367,0.000340503,0.0002400989,0.0007043472,0.0002394642,0.0001388447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004156951,0.002067823,0.9419098,0.0004566069,0.0005465694,0.00001957973,0.004863172,0.00000321355,0.04059876,0.00003250256,0.0006525968,0.004692425],"study_design_scores_gemma":[0.005990177,0.0003313313,0.9263184,0.0005963318,0.0007583666,6.810024e-7,0.001299878,0.00001622754,0.06397449,0.0001769043,0.0003407379,0.0001964495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930944,0.0001661612,0.00002616668,0.001281648,0.000236238,0.003120856,0.0004745265,0.00005339522,0.001546637],"genre_scores_gemma":[0.9944497,0.004774515,0.0001139495,0.0001252839,0.00004096853,0.00007969634,0.000266301,0.00003274284,0.0001168656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07112699,"threshold_uncertainty_score":0.9325643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100345595493794,"score_gpt":0.2194304887093819,"score_spread":0.198427032754444,"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."}}