{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004800688,0.0002585906,0.000284512,0.002192939,0.001652108,0.001025753,0.001174985,0.0002891504,0.001971435],"category_scores_gemma":[0.001925679,0.0002105349,0.0002473128,0.006265118,0.0005749804,0.0002177036,0.0006367168,0.0003243007,0.0002496516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01961249,"about_ca_system_score_gemma":0.02493891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887549,"about_ca_topic_score_gemma":0.991882,"domain_scores_codex":[0.9989291,0.00005984341,0.00009738736,0.0001424584,0.0004921784,0.0002790175],"domain_scores_gemma":[0.9971475,0.0001801292,0.0005691485,0.00005706994,0.001324997,0.0007211088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002873753,0.00001386643,0.9952964,0.00003731161,0.00001184629,0.0001684907,0.0004039337,0.00005849728,0.0002016933,0.00005076189,0.0008567071,0.002871718],"study_design_scores_gemma":[0.000003389301,0.00001677727,0.9974294,0.00003361558,0.0000115069,0.0001739919,0.001258525,0.0001331936,0.00006311757,0.000009096862,0.0008625452,0.000004864474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876385,0.001318126,0.0001314192,0.0003668713,0.00001239069,0.00007154766,0.00674934,0.0000226451,0.003689217],"genre_scores_gemma":[0.9954237,0.0008908303,0.0003007688,0.0001976312,0.000009325877,0.00002072045,0.002287429,0.00000555451,0.0008639429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01961249,"threshold_uncertainty_score":0.1422992,"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."}}