{"id":"W2808420222","doi":"10.3390/ijerph15061241","title":"Burden of Common Childhood Diseases in Relation to Improved Water, Sanitation, and Hygiene (WASH) among Nigerian Children","year":2018,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Social Science Fund of China; Southwest University","keywords":"Hygiene; Medicine; Sanitation; Environmental health; Diarrhea; Diarrheal diseases; Logistic regression; Odds ratio; Under-five; Pediatrics; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008972922,0.00007988395,0.0001655631,0.0006033055,0.0001199609,0.0001128911,0.000213593,0.00003903195,0.00007419261],"category_scores_gemma":[0.0001410401,0.00006533773,0.00002733582,0.0001023162,0.0002424819,0.0005064941,0.0001218924,0.000221312,0.000003338266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183704,"about_ca_system_score_gemma":0.00003601943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005538399,"about_ca_topic_score_gemma":0.0001056259,"domain_scores_codex":[0.9983001,0.000224073,0.0004830616,0.0001533085,0.0005693119,0.0002701071],"domain_scores_gemma":[0.9992227,0.00009049756,0.000138811,0.00008012315,0.0001079372,0.0003599338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006680852,0.001312812,0.9272211,0.00002382323,0.00006463328,0.000005350296,0.008104569,0.000005197065,0.005673096,0.000053245,0.0003619572,0.05650616],"study_design_scores_gemma":[0.001493522,0.001121187,0.9936548,0.0001008161,0.000001775383,0.00003417249,0.0004851931,0.00005159762,0.001401036,0.001118999,0.0004774395,0.00005947247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796302,0.0002579719,0.00002684836,0.01956007,0.0001601024,0.0002532124,0.00007176758,0.000003398134,0.00003648147],"genre_scores_gemma":[0.9988468,0.0002505919,0.0001160842,0.000304052,0.0003913902,0.000003178266,0.00006503308,0.0000106086,0.0000122205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06643372,"threshold_uncertainty_score":0.2664395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088007959141042,"score_gpt":0.3349139042207031,"score_spread":0.3140338246292927,"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."}}