{"id":"W4384500339","doi":"10.20944/preprints202307.1107.v1","title":"Determinants of Stunting among Children Under Five in Pakistan","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Logistic regression; Malnutrition; Socioeconomic status; Medicine; Environmental health; Public health; Cross-sectional study; Rural area; Demography; Developing country; Pediatrics; Population; Biology","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":[0.0004341516,0.0002472751,0.0002255557,0.0005852118,0.000576748,0.000553968,0.0002520843,0.0002191276,0.002270584],"category_scores_gemma":[0.00111106,0.0001785229,0.0002868194,0.0009804135,0.0003746154,0.0003491419,0.0005349658,0.0004872141,0.0001577275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448054,"about_ca_system_score_gemma":0.001020796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06483471,"about_ca_topic_score_gemma":0.04959888,"domain_scores_codex":[0.9997064,0.00004100431,0.0000265894,0.00004679956,0.00006621823,0.0001128719],"domain_scores_gemma":[0.9990182,0.0001180726,0.0004443018,0.00002357052,0.0001083145,0.0002874672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009566884,0.00001151568,0.9987318,0.00001302299,0.000007413365,0.00006366665,0.0001202336,0.00002351153,0.00002727491,0.0000204104,0.0001059698,0.0008656055],"study_design_scores_gemma":[8.277187e-7,0.00002906215,0.9992712,0.0000180019,0.000004964867,0.00009435732,0.000376396,0.0000397095,0.00001098777,0.00001177882,0.0001411143,0.000001515765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981179,0.0003423782,0.00003516121,0.0001469992,0.000006503227,0.000009720065,0.0007275044,0.000002350845,0.0006114399],"genre_scores_gemma":[0.9992793,0.0002674923,0.00003922757,0.00001616765,0.000003819415,0.000003684891,0.0003245102,5.492485e-7,0.00006526034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06483471,"threshold_uncertainty_score":0.1289147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956909503203304,"score_gpt":0.3902802240191361,"score_spread":0.2945892736988057,"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."}}