{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04568361,0.0008429976,0.001754949,0.002674972,0.002697627,0.008393456,0.003405,0.004502685,0.00264995],"category_scores_gemma":[0.1248829,0.0005196842,0.001121443,0.002893176,0.004284199,0.009656016,0.002596048,0.01256281,0.001585995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00431408,"about_ca_system_score_gemma":0.0105075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02352008,"about_ca_topic_score_gemma":0.02758508,"domain_scores_codex":[0.9718127,0.01364052,0.004378053,0.002078927,0.006368175,0.001721527],"domain_scores_gemma":[0.8823753,0.04964106,0.01445967,0.007120155,0.03942888,0.006974929],"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":[0.0004985211,0.0003398588,0.1492262,0.00137782,0.0004050795,0.001140133,0.01088077,0.0007578376,0.003098381,0.008072661,0.3218289,0.5023739],"study_design_scores_gemma":[0.0002100742,0.001294623,0.1898211,0.01127068,0.0004896203,0.003684129,0.06291039,0.003269368,0.005799457,0.05020556,0.6703416,0.0007035024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07546534,0.04482163,0.02052112,0.8313937,0.01974652,0.00009861562,0.00053789,0.000836239,0.00657905],"genre_scores_gemma":[0.4930139,0.03241282,0.05839253,0.3897463,0.02008913,0.000311982,0.001107944,0.0008611767,0.004064247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04568361,"threshold_uncertainty_score":0.2416009,"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."}}