{"id":"W3102638890","doi":"10.1093/jalm/jfaa152","title":"Revising Ferritin Lower Limits: It’s Time to Raise the Bar on Iron Deficiency","year":2020,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; St. Michael's Hospital; University of Alberta","funders":"","keywords":"Ferritin; Medicine; Percentile; Specialty; Anemia; Clinical Practice; Pediatrics; Population; Serum ferritin; Obstetrics; Internal medicine; Family medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001973731,0.0002440978,0.0005716232,0.00009964935,0.0001814877,0.00001435839,0.0004216906,0.00007175784,0.001622273],"category_scores_gemma":[0.0008380832,0.0001136883,0.0000708133,0.0006535659,0.0002449306,0.00005508371,0.0000409961,0.0006853736,0.0006513931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004156499,"about_ca_system_score_gemma":0.000233389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002063505,"about_ca_topic_score_gemma":2.819707e-7,"domain_scores_codex":[0.9977953,0.0001384785,0.0006759542,0.0001751356,0.0009088675,0.0003062725],"domain_scores_gemma":[0.9982632,0.0003048574,0.0003320877,0.0004096537,0.0002741957,0.0004160145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009080526,0.0003198695,0.00004833849,0.0003161666,0.00005236725,0.0001449368,0.0127263,0.0005967006,0.1607558,0.002195313,0.8030242,0.01073947],"study_design_scores_gemma":[0.01131343,0.00596857,0.003181206,0.001251388,0.001990309,0.0001282201,0.01577737,0.0000728708,0.006502006,0.0001750733,0.9530753,0.0005642692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5235976,0.006899959,0.0003603042,0.3990367,0.0005735753,0.001194716,0.00001436678,0.00006408538,0.06825865],"genre_scores_gemma":[0.8542444,0.0004883542,0.0001584212,0.142796,0.002053382,0.000003771855,0.000002458959,0.00004724946,0.0002059891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3306468,"threshold_uncertainty_score":0.9992904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866719056771323,"score_gpt":0.2629446843333176,"score_spread":0.2442774937656043,"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."}}