{"id":"W4389990640","doi":"10.1016/j.jpeds.2023.113878","title":"Hemoglobin Threshold for Blood Transfusion in Young Children Hospitalized with Iron Deficiency Anemia","year":2023,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Hospital for Sick Children; Sick Kids Foundation","keywords":"Medicine; Hemoglobin; Anemia; Observational study; Blood transfusion; Pediatrics; Iron deficiency; Iron-deficiency anemia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003778228,0.0003043607,0.0006179155,0.001118183,0.0004983292,0.0007271452,0.0003468662,0.0008513583,0.001728771],"category_scores_gemma":[0.004779271,0.0002708717,0.0004679564,0.0008936146,0.0002907762,0.0005148916,0.0003410662,0.001458604,0.0001338327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746565,"about_ca_system_score_gemma":0.0009631422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636027,"about_ca_topic_score_gemma":0.006164383,"domain_scores_codex":[0.9995666,0.00009105722,0.00006599036,0.00003893903,0.0001016383,0.0001357295],"domain_scores_gemma":[0.9979418,0.0008025506,0.0006333378,0.00002741156,0.000128305,0.0004665464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837562,0.00007629603,0.99637,0.00001107121,0.00001209836,0.001516983,0.00008669077,0.00006430078,0.0001529473,0.00004554167,0.0002164275,0.00126395],"study_design_scores_gemma":[0.00001807903,0.0003013034,0.9920603,0.00005236481,0.00004460372,0.005435103,0.0008782258,0.0007273824,0.0002056218,0.0001097322,0.0001580474,0.000009194603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997372,0.0008522882,0.0000785435,0.000245727,0.00003885583,0.00001197364,0.000134908,0.00001255188,0.001253164],"genre_scores_gemma":[0.9993766,0.0002374421,0.00009363844,0.00007100575,0.00001951871,0.00000619873,0.0001052394,0.000002931976,0.00008747286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00636027,"threshold_uncertainty_score":0.0126465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00626467775061565,"score_gpt":0.2301079596231044,"score_spread":0.2238432818724888,"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."}}