{"id":"W4382181990","doi":"10.1001/jama.2023.8020","title":"Prevalence of Iron Deficiency and Iron-Deficiency Anemia in US Females Aged 12-21 Years, 2003-2020","year":2023,"lang":"en","type":"article","venue":"JAMA","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Iron deficiency; Iron-deficiency anemia; Anemia; Pediatrics; 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":[0.0002601527,0.0001452751,0.0001861421,0.001022491,0.0002746843,0.0003929667,0.0003300583,0.0003313058,0.001156232],"category_scores_gemma":[0.001127521,0.000133417,0.0002907169,0.001273709,0.0001119596,0.0003774912,0.0003247085,0.0003711428,0.0003152586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714074,"about_ca_system_score_gemma":0.0005708261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1124649,"about_ca_topic_score_gemma":0.1457009,"domain_scores_codex":[0.9997972,0.00003010518,0.0000350446,0.0000360271,0.00005610514,0.00004555473],"domain_scores_gemma":[0.9993749,0.00005153916,0.0002768786,0.00001385888,0.0001727465,0.0001100485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000192809,0.00001910405,0.9974409,0.00001277533,0.00001524222,0.00003676932,0.00005234838,0.00001706989,0.00005742506,0.00001471391,0.0009342531,0.001380189],"study_design_scores_gemma":[0.000001556708,0.00001037221,0.9991221,0.00001037464,0.000006762476,0.0001434122,0.0001962838,0.00003484297,0.00001630011,0.000005532198,0.0004513276,0.000001119517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764218,0.001434322,0.00008129091,0.0005023559,0.00003291379,0.00002586475,0.01774945,0.00001899739,0.003732883],"genre_scores_gemma":[0.9896799,0.001259856,0.0001402875,0.0003021931,0.00003103226,0.00004642988,0.007313514,0.000004489633,0.001222293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1124649,"threshold_uncertainty_score":0.2236205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158257659174895,"score_gpt":0.2635563746980883,"score_spread":0.2477306087805988,"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."}}