{"id":"W4307414847","doi":"10.1093/pch/pxac095","title":"Severe iron deficiency anemia in the paediatric emergency department: A retrospective study","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Anemia; Iron-deficiency anemia; Pediatrics; Ferritin; Internal medicine","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":[0.0007958505,0.0003733506,0.0006310173,0.001352851,0.0006866539,0.0007834627,0.0004338842,0.0005094359,0.001672919],"category_scores_gemma":[0.002765471,0.0005170518,0.0004396189,0.002439337,0.0006549978,0.0005742206,0.0006516385,0.0006805638,0.0002211075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009287365,"about_ca_system_score_gemma":0.001348129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007222109,"about_ca_topic_score_gemma":0.007650093,"domain_scores_codex":[0.9988181,0.0002027754,0.0002299702,0.0002575082,0.0002877832,0.0002038484],"domain_scores_gemma":[0.9965933,0.0006004067,0.001860807,0.0001564202,0.0003402608,0.0004487486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004317829,0.00002985128,0.9980489,0.00003853196,0.00001914722,0.0008872068,0.0001375569,0.00001415051,0.00004782045,0.0000119172,0.0001026036,0.0006192273],"study_design_scores_gemma":[0.00001958555,0.0003133921,0.989114,0.00007126847,0.00005031148,0.008258762,0.00139999,0.00009931148,0.00006003102,0.00001612256,0.000587374,0.000009842626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987068,0.0005963135,0.00005720603,0.0000279893,0.000006601736,0.00003607347,0.0001900553,0.000002109794,0.0003768163],"genre_scores_gemma":[0.9988067,0.0006340726,0.0001064589,0.00006428675,0.00001840777,0.00003557488,0.0002839258,0.000002346527,0.00004811518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007222109,"threshold_uncertainty_score":0.01436013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067946960140299,"score_gpt":0.2744188982524182,"score_spread":0.2637394286510152,"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."}}