{"id":"W2994058159","doi":"10.1182/hematology.2019000034","title":"Management of iron deficiency","year":2019,"lang":"en","type":"article","venue":"Hematology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McMaster University","funders":"","keywords":"Iron deficiency; Medicine; Anemia; Etiology; Intensive care medicine; Iron-deficiency anemia; Hepcidin; Blood transfusion; Pillar; Blood management; Pediatrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006597838,0.0006870319,0.0008195181,0.0009880107,0.001165813,0.0009615578,0.001088791,0.001240058,0.009372925],"category_scores_gemma":[0.002820211,0.0001039411,0.0005048966,0.0004605936,0.0003563144,0.0006914295,0.00116727,0.001881305,0.003434703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007614586,"about_ca_system_score_gemma":0.001150252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738254,"about_ca_topic_score_gemma":0.001794424,"domain_scores_codex":[0.9995104,0.0001148732,0.00006366605,0.00005922998,0.000149303,0.0001025374],"domain_scores_gemma":[0.9994944,0.00007501481,0.0001030343,0.00003659121,0.0001430185,0.0001478902],"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":[0.0005603217,0.0007681607,0.01541022,0.001671701,0.000164832,0.01694884,0.0004530757,0.000714555,0.005249501,0.00668946,0.1887868,0.7625825],"study_design_scores_gemma":[0.0004649117,0.001408775,0.02235987,0.006429842,0.0002338343,0.1205842,0.0009410715,0.003340651,0.004791027,0.01956893,0.8197811,0.00009576124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1096053,0.3659612,0.08769409,0.083252,0.008900264,0.001958731,0.002592857,0.00391507,0.3361204],"genre_scores_gemma":[0.6449495,0.1583747,0.06235845,0.04049547,0.008996718,0.001087526,0.00467959,0.0004915775,0.07856641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009372925,"threshold_uncertainty_score":0.03135556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008316528896842675,"score_gpt":0.2598684280567732,"score_spread":0.2515518991599305,"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."}}