{"id":"W4380264279","doi":"10.1503/cmaj.221423","title":"Red blood cell transfusion in sickle cell disease","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Blood groups and transfusion","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"","keywords":"Medicine; Disease; Red blood cell; Blood transfusion; Oxygen delivery; Cell; Red Blood Cell Transfusion; Sickle cell anemia; Transfusion therapy; Red Cell; Intensive care medicine; Pediatrics; Immunology; Internal medicine; Oxygen; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003074486,0.0001576246,0.0003015234,0.0003678561,0.0005900847,0.0004639394,0.0002545187,0.0008809869,0.002567448],"category_scores_gemma":[0.001013014,0.00006850259,0.0001243789,0.0006868466,0.0003518337,0.0002295614,0.0002333106,0.0009857228,0.0003553273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008075952,"about_ca_system_score_gemma":0.002004298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02391768,"about_ca_topic_score_gemma":0.03012817,"domain_scores_codex":[0.9997453,0.00006248553,0.00003371687,0.00001705651,0.00009228292,0.000049136],"domain_scores_gemma":[0.9997888,0.00005366181,0.00004742575,0.000003903117,0.00003110378,0.00007510277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001707605,0.0009476125,0.240352,0.001911031,0.00009724821,0.04280755,0.0007561541,0.0009344259,0.003964156,0.01622523,0.1339193,0.5563775],"study_design_scores_gemma":[0.0003010917,0.001900953,0.5887502,0.005113209,0.000301716,0.1525549,0.002109834,0.001816314,0.002430424,0.01903719,0.225569,0.0001151743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.297256,0.5624205,0.002290945,0.04697433,0.004530706,0.0001345051,0.000604086,0.00007515423,0.08571373],"genre_scores_gemma":[0.8124897,0.1670628,0.001412489,0.005481602,0.005790528,0.00004726864,0.0004703649,0.00001408873,0.007231154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02391768,"threshold_uncertainty_score":0.04755694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005281421322608911,"score_gpt":0.2083305381709627,"score_spread":0.2030491168483538,"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."}}