{"id":"W2061710567","doi":"10.1046/j.1537-2995.2003.00339.x","title":"RBC transfusion requirements after allogeneic marrow transplantation: impact of the before‐transplant Hb level on transfusion and early survival","year":2003,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Princess Margaret Cancer Centre; London Health Sciences Centre; University of Toronto; University Health Network; Western University","funders":"","keywords":"Medicine; ABO blood group system; Blood transfusion; Transplantation; Retrospective cohort study; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006945654,0.000600224,0.0007591657,0.000272374,0.0002630168,0.0000267037,0.0001938996,0.000394735,0.000594451],"category_scores_gemma":[0.0000130455,0.0004088587,0.0006330992,0.0005350206,0.000220404,0.0002026922,0.000004962306,0.0004678899,0.00001417915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224297,"about_ca_system_score_gemma":0.0002044256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007100339,"about_ca_topic_score_gemma":0.0008169772,"domain_scores_codex":[0.99611,0.0003944277,0.0009606359,0.0007598908,0.001178836,0.0005962296],"domain_scores_gemma":[0.998671,0.0001486054,0.0001264997,0.0006021888,0.0001375201,0.0003142087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006585037,0.0006995461,0.4576304,0.001289075,0.0002557592,0.0001531009,0.01198496,0.00006233492,0.5165391,0.000481433,0.000009641208,0.004309609],"study_design_scores_gemma":[0.008116967,0.001942931,0.8336776,0.001609156,0.0008470228,0.0004419863,0.0001173135,0.00003799517,0.1525595,0.0001615081,0.0000711478,0.0004168586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890583,0.0002094396,0.00495258,0.0003404111,0.0004652228,0.00209994,0.0002926066,0.00007716849,0.002504307],"genre_scores_gemma":[0.9953837,0.003565844,0.0003832221,0.00009947429,0.00005582658,0.00007734211,0.00006596107,0.00009244425,0.0002761329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760472,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099255572651118,"score_gpt":0.2823317237711577,"score_spread":0.2513391680446466,"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."}}