{"id":"W2809375791","doi":"10.1186/s12978-018-0536-1","title":"Commentary: Iron deficiency of pregnancy - a new approach involving intravenous iron","year":2018,"lang":"en","type":"letter","venue":"Reproductive Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Medicine; Pregnancy; Iron deficiency; Anemia; Hepcidin; Iron-deficiency anemia; Incidence (geometry); Adverse effect; Physiology; Obstetrics; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006405089,0.00051746,0.001304169,0.0003474919,0.0001821443,0.00001516495,0.0002993845,0.0004654423,0.0002853369],"category_scores_gemma":[0.0002396188,0.0004654804,0.0001964644,0.0004235402,0.0003837516,0.0001082422,0.0001327981,0.001518802,0.0001235026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352338,"about_ca_system_score_gemma":0.001305572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214629,"about_ca_topic_score_gemma":0.00001112151,"domain_scores_codex":[0.9955665,0.0003414021,0.0008505873,0.001626061,0.0007333399,0.0008820724],"domain_scores_gemma":[0.9967542,0.00004600803,0.0007987499,0.001986366,0.000191751,0.0002228985],"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":[0.00009586569,0.0004792245,0.000386863,0.008772004,0.0000190944,0.00001535608,0.003850314,0.000002120465,0.00005802596,0.00007057976,0.9752793,0.01097124],"study_design_scores_gemma":[0.00386594,0.003144161,0.005324351,0.002964512,0.0006306861,0.0002605063,0.001538364,0.000007434644,0.0003979188,0.0007553963,0.9799648,0.00114596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004135947,0.06012179,0.000818036,0.9160483,0.001487699,0.003838236,0.00009283879,0.0001283874,0.0133288],"genre_scores_gemma":[0.002726893,0.00691847,0.01708899,0.9337621,0.01934469,0.0001003442,0.002369789,0.0003239037,0.01736477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05320332,"threshold_uncertainty_score":0.9997797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576599544985979,"score_gpt":0.2984695539275709,"score_spread":0.262703558477711,"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."}}