{"id":"W3096010167","doi":"10.1182/blood-2020-143358","title":"Association between Pre-Infusion Laboratory Characteristics and Hematologic Response in Patients Treated for Iron-Deficiency at a Tertiary Care Center","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Transferrin saturation; Anemia; Hemoglobin; Ferritin; Iron deficiency; Gastroenterology; Serum iron; Total iron-binding capacity; Iron-deficiency anemia; Internal medicine; Kidney disease; Surgery","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":[0.0004895593,0.0001294621,0.0002782609,0.000657534,0.0004619748,0.0007401084,0.0004252701,0.0003020931,0.001586115],"category_scores_gemma":[0.003018947,0.0001510656,0.0002342207,0.001118655,0.0002861723,0.0002789353,0.0003710682,0.0007686163,0.0001433881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232751,"about_ca_system_score_gemma":0.0015609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851706,"about_ca_topic_score_gemma":0.04414599,"domain_scores_codex":[0.9993486,0.0001283693,0.0001001853,0.0001006009,0.0001436662,0.0001785513],"domain_scores_gemma":[0.995561,0.0008865606,0.002204463,0.0001185139,0.0004838105,0.000745594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000557885,0.00002238912,0.9992856,0.000005889633,0.000008070806,0.00004428158,0.00003451078,0.00001962006,0.00004949813,0.000004266039,0.00009700307,0.0003730807],"study_design_scores_gemma":[0.000004538793,0.00007660484,0.9993216,0.000007904428,0.000009475764,0.0001269652,0.0001601532,0.0001297277,0.00005323283,0.000004748496,0.000102883,0.000002319252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991645,0.0001761714,0.00002304888,0.00009210334,0.000002684869,0.00001123196,0.0002665159,0.000003346798,0.0002603526],"genre_scores_gemma":[0.9995524,0.00005508119,0.00003874866,0.00005621484,0.000005007689,0.000007890992,0.000233149,0.000001032847,0.00005034901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851706,"threshold_uncertainty_score":0.05670214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207267055436438,"score_gpt":0.2331667474587027,"score_spread":0.2259594804032662,"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."}}