{"id":"W3159262488","doi":"10.2139/ssrn.3388821","title":"Estimating the Hidden Burden of Iron Deficiency Among African Children","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Centre","funders":"","keywords":"Iron deficiency; Medicine; Anemia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341373,0.0004845728,0.0003243886,0.001100654,0.0004184016,0.0006335987,0.0004876665,0.000628811,0.001358983],"category_scores_gemma":[0.006619763,0.0004421666,0.0003345796,0.00105308,0.0003686648,0.000888437,0.001000996,0.0007184322,0.000185617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816352,"about_ca_system_score_gemma":0.0007172751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794928,"about_ca_topic_score_gemma":0.01645365,"domain_scores_codex":[0.9993204,0.0003259577,0.00003812081,0.00009273562,0.00007693451,0.0001458567],"domain_scores_gemma":[0.998403,0.0006386546,0.0005843981,0.0001375489,0.0001067141,0.0001296329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000739307,0.0000182936,0.9946568,0.0000187263,0.00004822127,0.00007218849,0.0002104447,0.0004717975,0.0001735331,0.0002590342,0.0001669615,0.003830019],"study_design_scores_gemma":[0.0000128045,0.0001380593,0.9890276,0.00009528198,0.0001079429,0.000536999,0.001529283,0.006374483,0.0004172432,0.0009055914,0.0008454301,0.000009194897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978601,0.0002903494,0.0004544887,0.0002620897,0.000008945556,0.000008117268,0.0006369771,0.000005158553,0.0004736166],"genre_scores_gemma":[0.998799,0.00020305,0.0006427782,0.00002240878,0.0000102211,0.0000073336,0.0001953637,0.000001813022,0.0001181028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794928,"threshold_uncertainty_score":0.03568959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003960756174292152,"score_gpt":0.2255094547126016,"score_spread":0.2215486985383094,"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."}}