{"id":"W4292004571","doi":"10.1097/mph.0000000000002514","title":"Reassessing the Need for Preoperative Transfusions in Sickle Cell Disease Patients With an Elevated Baseline Hemoglobin—A Retrospective Study","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; William Osler Health System; Hospital for Sick Children; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Hemoglobin; Retrospective cohort study; Blood transfusion; Logistic regression; Anemia; Internal medicine; Surgery; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001720524,0.0002155113,0.000404661,0.001599624,0.0005573119,0.0007724885,0.0005654548,0.0005414614,0.0007635382],"category_scores_gemma":[0.005308316,0.0003974006,0.0005993313,0.001812031,0.0006252686,0.0007206906,0.0005048626,0.0007091904,0.000136257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387253,"about_ca_system_score_gemma":0.0009367704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394314,"about_ca_topic_score_gemma":0.007009329,"domain_scores_codex":[0.9985091,0.0003519508,0.0003664127,0.0002862295,0.0003390284,0.0001473505],"domain_scores_gemma":[0.9934404,0.001219883,0.003604885,0.0003808968,0.0008515115,0.0005023556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002754456,0.00001057559,0.9994583,0.000009304851,0.00001686065,0.00005536074,0.00004187477,0.000006968587,0.00002373251,0.000007045299,0.0000304454,0.000312062],"study_design_scores_gemma":[0.000005661526,0.0001469062,0.997411,0.0000351144,0.00006424059,0.001153866,0.0006542437,0.0001751142,0.00006291563,0.00001658592,0.0002665775,0.000007912952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985965,0.0008313461,0.0001028806,0.00003091968,0.000006714928,0.00001712648,0.0001658453,0.000001995183,0.0002467875],"genre_scores_gemma":[0.9991775,0.0003733688,0.0001218362,0.00003853145,0.00001052347,0.00001168506,0.0002318781,0.000001543799,0.00003315204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006394314,"threshold_uncertainty_score":0.01271421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065959537590779,"score_gpt":0.2825305649568961,"score_spread":0.2718709695809883,"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."}}