{"id":"W2575981235","doi":"10.1182/blood.v126.23.4744.4744","title":"Survey of Red Cell Transfusion Patterns in Patients with Chronic Bone Marrow Failure Disorders in Northern Alberta, Canada","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bone marrow; Bone marrow failure; Population; Myeloid leukemia; Anemia; Internal medicine; Surgery; Haematopoiesis; Stem cell; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000932045,0.0001188678,0.0003123663,0.00005041211,0.000008464263,0.000002330345,0.0000560615,0.00007765977,0.00003064238],"category_scores_gemma":[0.0002009453,0.0000889069,0.00001832953,0.000214316,0.00002171846,0.00002234526,0.00001316744,0.0001282742,0.000001448854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006035684,"about_ca_system_score_gemma":0.0004818831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.868781,"about_ca_topic_score_gemma":0.9996289,"domain_scores_codex":[0.9990334,0.0000616516,0.0002545903,0.000177822,0.0002555246,0.0002170099],"domain_scores_gemma":[0.9994672,0.0001178332,0.00005370829,0.0001628195,0.00007655136,0.0001219108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674474,0.001480583,0.9977105,0.00009760383,0.000008085266,0.00001951309,0.0001217799,0.00003645115,0.00000728957,7.287943e-7,0.0001246374,0.0002254155],"study_design_scores_gemma":[0.01200948,0.000735114,0.9867075,0.0001264453,0.00002368681,6.109984e-7,0.00008843643,0.00002169704,0.0001023787,0.000005930555,0.00006975186,0.000108978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998596,0.0001567932,0.00000744407,0.0003421873,0.00002154906,0.000426237,0.00003384237,0.000004210899,0.0004117938],"genre_scores_gemma":[0.9996772,0.00002963215,0.00001718906,0.00004949415,0.000003884106,0.0000116382,0.0001726438,0.00001458588,0.00002375922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308479,"threshold_uncertainty_score":0.3625518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007036369844333289,"score_gpt":0.1926966226305979,"score_spread":0.1856602527862646,"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."}}