{"id":"W1967499572","doi":"10.1213/ane.0b013e31828b347d","title":"The Association Between Preoperative Anemia and 30-Day Mortality and Morbidity in Noncardiac Surgical Patients","year":2013,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Anemia; Odds ratio; Confidence interval; Propensity score matching; Confounding; Logistic regression; Internal medicine; 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":[0.0006111917,0.0001410095,0.000291815,0.00004553065,0.0001317456,0.00006540262,0.00005168745,0.0001071888,0.00004421925],"category_scores_gemma":[0.00004133902,0.0000961742,0.00004810481,0.0001338069,0.00006659376,0.0001112285,0.00002438497,0.0001856481,0.00002366364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006062867,"about_ca_system_score_gemma":0.00002281657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007911262,"about_ca_topic_score_gemma":0.00009330307,"domain_scores_codex":[0.9987741,0.0001817468,0.0002484111,0.0002546924,0.0003075333,0.0002334919],"domain_scores_gemma":[0.9993352,0.0001979383,0.00006934635,0.0001772306,0.00008855756,0.0001317446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007589272,0.0000600708,0.9933312,0.00002226807,0.00007096352,0.00003156729,0.0002450827,2.496812e-7,0.000004802875,0.0002153096,0.0009017033,0.005109198],"study_design_scores_gemma":[0.001190877,0.0001064928,0.9930581,0.00002387237,0.0001612452,0.000003622209,0.00009753557,0.00005159578,0.00003621663,0.00007398219,0.005093829,0.0001026617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939502,0.0002492125,0.000002835067,0.00363544,0.00001548878,0.0007863819,0.000001414141,0.00002360551,0.001335356],"genre_scores_gemma":[0.9984682,0.0006763706,0.00001286605,0.0003367588,0.00006336072,0.00005449927,0.00002013152,0.00001071498,0.0003571012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005006536,"threshold_uncertainty_score":0.392187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435878567849664,"score_gpt":0.2599503196888378,"score_spread":0.2455915340103412,"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."}}