{"id":"W4401199903","doi":"10.18203/2394-6040.ijcmph20242190","title":"Determinants of childhood anaemia in India from 2005 to 2021: insights from the last three rounds of India National Family Health Surveys","year":2024,"lang":"en","type":"article","venue":"International Journal of Community Medicine and Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International","funders":"","keywords":"Medicine; Psychological intervention; Child mortality; Demography; Logistic regression; Public health; Family health; Malaria; Environmental health; Population","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":[0.000887298,0.0001780856,0.0002243988,0.0009723127,0.0004377298,0.0006951473,0.0005574992,0.0002640603,0.0006091534],"category_scores_gemma":[0.002215788,0.0001916441,0.0006485487,0.002441555,0.0002172712,0.0003145321,0.0008166505,0.0008346809,0.0001826992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220123,"about_ca_system_score_gemma":0.001841192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.224456,"about_ca_topic_score_gemma":0.2684087,"domain_scores_codex":[0.9993348,0.000201977,0.00006912491,0.00007534141,0.0001358876,0.0001828557],"domain_scores_gemma":[0.9980393,0.0003801619,0.0007039643,0.0001202503,0.0004689388,0.0002874889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002430188,0.00002727585,0.9924501,0.00005558556,0.00006155518,0.00007818945,0.0009265832,0.0003073876,0.00005153518,0.0001138994,0.001725495,0.004178128],"study_design_scores_gemma":[6.465685e-7,0.00001510434,0.9982127,0.00002017877,0.00001876441,0.00004933176,0.0007746571,0.0001290857,0.00001590235,0.0000158156,0.0007441425,0.000003729832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762622,0.001180684,0.0002127015,0.001339326,0.00002771208,0.00004568079,0.01819245,0.00002648985,0.002712702],"genre_scores_gemma":[0.9932228,0.0006573399,0.0002436511,0.0002276121,0.00001318592,0.00003565485,0.005130321,0.00000436708,0.0004650508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224456,"threshold_uncertainty_score":0.446299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0647127032917766,"score_gpt":0.3717053668903359,"score_spread":0.3069926635985593,"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."}}