{"id":"W4411505645","doi":"10.63682/fhi1586","title":"Study To Compare And Correlate The Effect On Iron Deficiency Anaemia On Cognition In Young Adult Females","year":2024,"lang":"en","type":"article","venue":"Frontiers in Health Informatics","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iron deficiency; Medicine; Cognition; Ferritin; Anemia; Population; Hemoglobin; Pediatrics; Demography; Physiology; Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004164905,0.0001917552,0.0003421406,0.0004707205,0.0004081678,0.0002551781,0.0001635487,0.0002264199,0.003244359],"category_scores_gemma":[0.001136661,0.0001109606,0.0003702032,0.0003887665,0.0001651057,0.0001925674,0.0002244388,0.0002535361,0.0004703845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855574,"about_ca_system_score_gemma":0.0003491514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323168,"about_ca_topic_score_gemma":0.003192566,"domain_scores_codex":[0.9997889,0.0000498311,0.00002637867,0.00004733769,0.00004690753,0.00004055608],"domain_scores_gemma":[0.9992417,0.0001678398,0.0002625833,0.00003543431,0.0001345481,0.0001579504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008551756,0.0004940047,0.9914343,0.00006428568,0.00009303151,0.0001752299,0.0003117448,0.0000129024,0.0004104884,0.00002483343,0.0001926728,0.005931304],"study_design_scores_gemma":[0.00001861925,0.001745723,0.9971698,0.00001054671,0.00005122236,0.0002568517,0.0003006411,0.00001680753,0.00006360013,0.00001496902,0.0003489968,0.000002165184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985341,0.0003358979,0.00004120807,0.00003396608,0.000009869311,0.00003239299,0.0002524852,0.000001477412,0.00075858],"genre_scores_gemma":[0.9986749,0.0001589883,0.00009187158,0.00006327594,0.00002204909,0.00004333019,0.0002399011,0.00000109785,0.0007046061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003244359,"threshold_uncertainty_score":0.01085353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643621626158407,"score_gpt":0.3091932742670593,"score_spread":0.2927570580054752,"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."}}