{"id":"W2995505589","doi":"10.1186/s12889-019-8019-z","title":"Identifying risk factors of anemia among women of reproductive age in Rwanda – a cross-sectional study using secondary data from the Rwanda demographic and health survey 2014/2015","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; University of Rwanda","keywords":"Medicine; Biostatistics; Anemia; Public health; Cross-sectional study; Odds ratio; Logistic regression; Demography; Population; Psychological intervention; Odds; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01498502,0.0002133494,0.0008326636,0.000359711,0.0002026876,0.00007264171,0.0003434607,0.00009821927,0.0001298138],"category_scores_gemma":[0.0009203569,0.0001602487,0.00005052345,0.0007301834,0.0003051235,0.0005279207,0.0002942412,0.000561412,0.000001491048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557186,"about_ca_system_score_gemma":0.00285564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1728398,"about_ca_topic_score_gemma":0.05120962,"domain_scores_codex":[0.99539,0.001499471,0.001087924,0.0008426643,0.0006197397,0.0005602254],"domain_scores_gemma":[0.9968293,0.0004584554,0.000881423,0.001353479,0.0001709339,0.0003063723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015237,0.0003461961,0.989718,0.0003134983,0.00004637607,7.700319e-7,0.008682884,0.000009059086,0.00001145239,0.00000588085,0.0003460095,0.0003675075],"study_design_scores_gemma":[0.003078851,0.000270945,0.9858062,0.0000423259,0.00001294728,0.000002347737,0.01050868,0.00005358293,0.000002003931,0.00005860509,0.00005727773,0.0001062949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937009,0.002799649,0.0001350964,0.0001133285,0.0003704774,0.001463737,0.001376362,0.00001907756,0.00002134517],"genre_scores_gemma":[0.9984658,0.0003130841,0.0002389048,0.0001122295,0.00007866574,0.000007415425,0.0007287103,0.00002754723,0.00002767295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216302,"threshold_uncertainty_score":0.9661033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291455938830991,"score_gpt":0.38786637976017,"score_spread":0.2587207858770709,"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."}}