{"id":"W4386989196","doi":"10.1093/pch/pxad055.082","title":"82 Management of Very Severe Iron Deficiency Anemia: Is Transfusion Always Necessary?","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pallor; Pediatrics; Anemia; Etiology; Hemoglobin; Iron-deficiency anemia; Emergency department; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003457402,0.0001598788,0.0002268583,0.000463774,0.0009334601,0.0007337627,0.0005153826,0.0005203199,0.001751281],"category_scores_gemma":[0.002627689,0.00008331668,0.0001374111,0.0005612944,0.0007034637,0.0003283244,0.0003318055,0.0007392301,0.000229477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685753,"about_ca_system_score_gemma":0.003738806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05738024,"about_ca_topic_score_gemma":0.094793,"domain_scores_codex":[0.9995888,0.0000767993,0.00005135656,0.00003454407,0.0001461121,0.000102372],"domain_scores_gemma":[0.9988533,0.0001414678,0.0003705088,0.00002096783,0.0002821626,0.0003315138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003011003,0.0001715255,0.6355063,0.0008228811,0.00009630162,0.03905758,0.001751774,0.0006497122,0.002167525,0.001626357,0.0728097,0.2450393],"study_design_scores_gemma":[0.00007482201,0.0004358259,0.7662612,0.00454894,0.0001185128,0.1215855,0.0119891,0.001483475,0.002154759,0.003095225,0.08815634,0.00009624872],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166071,0.07694517,0.003338767,0.04737497,0.001414776,0.0001511459,0.0007146212,0.0001949326,0.05325854],"genre_scores_gemma":[0.9781982,0.01443817,0.001978713,0.003259065,0.0006588319,0.00001769381,0.0002804109,0.0000183059,0.001150551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05738024,"threshold_uncertainty_score":0.1140925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230509019700743,"score_gpt":0.2675795049086825,"score_spread":0.2552744147116751,"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."}}