{"id":"W4386855045","doi":"10.22605/rrh7198","title":"Diarrheal disease and associations with water access and sanitation in Indigenous Shawi children along the Armanayacu River basin in Peru","year":2023,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta","funders":"McGill University","keywords":"Diarrheal disease; Indigenous; Sanitation; Environmental health; Drainage basin; Geography; Environmental science; Water resource management; Diarrhea; Medicine; Ecology; Environmental engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003426207,0.0002499619,0.0002200692,0.0008447651,0.0006380627,0.0004868669,0.0003103876,0.0002903443,0.001089653],"category_scores_gemma":[0.00086344,0.0002044069,0.0002726283,0.001044726,0.0004447849,0.0003040933,0.0007570822,0.0002704513,0.00009874436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757295,"about_ca_system_score_gemma":0.0005774147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06457312,"about_ca_topic_score_gemma":0.0942805,"domain_scores_codex":[0.999749,0.00007602084,0.00001940724,0.00005136538,0.00003911688,0.00006502897],"domain_scores_gemma":[0.9994709,0.00008025284,0.0002544364,0.00002265754,0.0000830272,0.00008885273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000149194,0.00001894102,0.9976314,0.00001995205,0.00001923761,0.00009881434,0.001171053,0.00001664797,0.0002006392,0.00001332988,0.00004170931,0.0007533252],"study_design_scores_gemma":[0.00000105998,0.00004174862,0.9976786,0.000008835176,0.000007790298,0.0000920903,0.002002866,0.00003820535,0.00001768493,0.000005197788,0.000104104,0.000002002535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995736,0.00009160293,0.00001558906,0.00003056696,4.30243e-7,0.000005097928,0.0001125952,0.000001416682,0.000168965],"genre_scores_gemma":[0.999624,0.0001202204,0.00005334877,0.00001068334,0.000001263001,0.00001314087,0.0001126841,4.926107e-7,0.00006411976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06457312,"threshold_uncertainty_score":0.1283945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370688860389694,"score_gpt":0.2881236607604936,"score_spread":0.2744167721565966,"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."}}