{"id":"W4297875995","doi":"10.1093/jn/nxac218","title":"Comparison of Anemia Screening Methods Using Paired Venous Samples in Women of Reproductive Age in Southern India","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Defence Research and Development Canada; University of South Carolina; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; Cornell University","keywords":"Medicine; Anemia; Hemoglobin; Venous blood; Predictive value; Population; Overweight; Obstetrics; Internal medicine; Gastroenterology; Body mass index; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573026,0.0003007431,0.0002800529,0.0007593351,0.0004953088,0.0008170864,0.0005941672,0.0004908211,0.0006660707],"category_scores_gemma":[0.003394436,0.0003964247,0.000259803,0.0009075946,0.0004953187,0.0002537145,0.0004554539,0.0005134465,0.0001964121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010895,"about_ca_system_score_gemma":0.0006131107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922634,"about_ca_topic_score_gemma":0.02292654,"domain_scores_codex":[0.998951,0.000495049,0.00007709434,0.0001592751,0.0001604986,0.0001571115],"domain_scores_gemma":[0.9985952,0.0007817007,0.0001635837,0.00008114046,0.0002635789,0.0001148433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004590681,0.0001086625,0.9912508,0.00003970779,0.00004310408,0.0003305394,0.001788224,0.0000825935,0.001340991,0.0000684574,0.0000940045,0.004393858],"study_design_scores_gemma":[0.00002094457,0.0007271293,0.9919662,0.0000172729,0.00006669985,0.0007707751,0.004329066,0.0005701738,0.00105443,0.00004970771,0.0004158319,0.00001165594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988253,0.0001576635,0.0002333534,0.00003936179,0.00001115515,0.00001890403,0.0001233941,0.000005515291,0.0005853942],"genre_scores_gemma":[0.999316,0.00007594002,0.0002308198,0.00003489909,0.000004632366,0.00001397584,0.0001137062,0.000001870673,0.0002082673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922634,"threshold_uncertainty_score":0.03822887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0825631091960832,"score_gpt":0.381589117150862,"score_spread":0.2990260079547788,"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."}}