{"id":"W4401596439","doi":"10.1182/bloodadvances.2024013197","title":"Iron deficiency resolution and time to resolution in an American health system","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Center for Research Resources; National Institutes of Health; National Center for Advancing Translational Sciences; University of Minnesota","keywords":"Interquartile range; Medicine; Confidence interval; Ferritin; Hazard ratio; Anemia; Medical record; Retrospective cohort study; Internal medicine; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002474889,0.00009321963,0.0002020251,0.0001844867,0.00005877108,0.00002169016,0.00003725391,0.00002144286,0.000007827173],"category_scores_gemma":[0.00002973598,0.00008017491,0.00001756867,0.0004045236,0.00005785707,0.0001810064,0.00001661736,0.00007868655,0.00005838416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004616712,"about_ca_system_score_gemma":0.00007424034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142536,"about_ca_topic_score_gemma":0.0001426197,"domain_scores_codex":[0.9990517,0.00006446051,0.0001886994,0.0002977827,0.0001567783,0.0002405285],"domain_scores_gemma":[0.999657,0.0000196079,0.00003333745,0.000139344,0.00001499532,0.0001356802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009611376,0.001203143,0.03431444,0.008924157,0.00001305678,0.0001853115,0.006750509,0.00169814,0.01565483,0.02443132,0.002637774,0.9032262],"study_design_scores_gemma":[0.008169312,0.01384055,0.6707456,0.005392056,0.0005659604,0.0005890044,0.02312538,0.01787353,0.0009581518,0.0006424383,0.2562527,0.00184525],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293475,0.06366297,0.0004518733,0.002153188,0.0001437843,0.0004752748,0.00001447905,0.0002018341,0.003549138],"genre_scores_gemma":[0.9958587,0.0006275537,0.00275403,0.000304347,0.0001037947,0.00002151316,0.00001721994,0.00001449062,0.0002983626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.901381,"threshold_uncertainty_score":0.3269438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007992402654467047,"score_gpt":0.2866155594611463,"score_spread":0.2786231568066793,"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."}}