{"id":"W2986843470","doi":"10.1182/blood-2019-127602","title":"Prevalence of Iron Deficiency and Iron Deficiency Anemia during Pregnancy: A Single Centre Canadian Study","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Pregnancy; Medicine; Iron-deficiency anemia; Anemia; Iron deficiency; Pediatrics; Obstetrics; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007390871,0.0001522057,0.000221035,0.0001398402,0.00007244122,0.00001184453,0.0001086307,0.00006545461,0.0001622009],"category_scores_gemma":[0.00005812931,0.0001376589,0.00003505759,0.0001750279,0.00005663582,0.00008247016,0.00004183641,0.0001021831,0.00002475363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494287,"about_ca_system_score_gemma":0.0001425354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189025,"about_ca_topic_score_gemma":0.004217154,"domain_scores_codex":[0.9987438,0.00003393717,0.0002263343,0.0003531051,0.0002569956,0.0003858502],"domain_scores_gemma":[0.999294,0.00001621136,0.00007554828,0.0003728728,0.00004571344,0.0001956223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002187404,0.00136895,0.9811693,0.002944128,0.000001609365,0.00003460216,0.002721622,0.000004386743,0.01102524,0.00005587959,0.000006771541,0.0006455672],"study_design_scores_gemma":[0.004657206,0.0005525841,0.9887956,0.0002896005,0.0003676875,0.00003569457,0.00246064,0.000002141868,0.002635999,0.000009831495,0.00001013805,0.0001828785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825107,0.009207316,5.876842e-7,0.00005347096,0.00008169209,0.0008423757,0.00001597741,0.00002498353,0.007262937],"genre_scores_gemma":[0.998484,0.0001312963,0.00009663426,0.00001963003,0.00001697734,0.000005244485,0.000002942414,0.00001804708,0.001225284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597328,"threshold_uncertainty_score":0.7844289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007024145692971614,"score_gpt":0.2108853148926907,"score_spread":0.2038611691997191,"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."}}