{"id":"W3198223284","doi":"10.1182/bloodadvances.2021004352","title":"Suboptimal iron deficiency screening in pregnancy and the impact of socioeconomic status in a high-resource setting","year":2021,"lang":"en","type":"article","venue":"Blood Advances","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Ferritin; Pregnancy; Odds ratio; Anemia; Prenatal care; Confidence interval; Obstetrics; Cohort; Pediatrics; Internal medicine; Population; Environmental health; Biology","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":[0.0001849934,0.0001042744,0.0002966639,0.00007272445,0.00003460942,0.00001022572,0.00004689179,0.00003502934,0.00003105656],"category_scores_gemma":[0.0001351102,0.0000721486,0.00005938103,0.0001278039,0.0001398999,0.0001252078,0.00004233454,0.0001336196,8.447665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032642,"about_ca_system_score_gemma":0.0001014935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004400311,"about_ca_topic_score_gemma":0.0001366233,"domain_scores_codex":[0.9991155,0.00007498365,0.0002586701,0.0001972494,0.00008368002,0.0002699388],"domain_scores_gemma":[0.9995621,0.000146618,0.00009834112,0.0001359988,0.00001584243,0.00004109232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002370863,0.0001887489,0.9600563,0.0001970767,0.00000773718,0.00002835623,0.002013809,0.002945278,0.0007684254,0.0005176123,0.000004895761,0.03303464],"study_design_scores_gemma":[0.01292902,0.000110965,0.9800717,0.0003517533,0.0000712218,0.00002034961,0.004754094,0.0002626701,0.0008106136,0.0004370229,0.00005125201,0.0001293272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145708,0.08393576,0.00002581664,0.0001646673,0.00001493072,0.0001718631,0.00000821825,0.00000751377,0.001100413],"genre_scores_gemma":[0.9955742,0.002131038,0.002161824,0.00004342431,0.00001909111,0.00001045917,0.00000942834,0.000009733675,0.00004075829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08180472,"threshold_uncertainty_score":0.2942134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006453389798163983,"score_gpt":0.2632380352763514,"score_spread":0.2567846454781875,"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."}}