{"id":"W2607945843","doi":"10.1111/tmi.12886","title":"Exposure–response relationship of neighbourhood sanitation and children's diarrhoea","year":2017,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; Public Health Ontario; University of Toronto","funders":"","keywords":"Sanitation; Environmental health; Neighbourhood (mathematics); Improved sanitation; Medicine; Diarrhoeal disease; Open defecation; Logistic regression; Public health; Geography; Demography; Diarrhea","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":[0.003522623,0.0002033889,0.000370552,0.0004305415,0.0001883973,0.0004551946,0.0003191154,0.0004203327,0.004481363],"category_scores_gemma":[0.0147697,0.0001867306,0.0009252033,0.0007918518,0.0003023608,0.0004793989,0.0009350824,0.0005410258,0.0002388441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944396,"about_ca_system_score_gemma":0.0004108429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004155535,"about_ca_topic_score_gemma":0.002977935,"domain_scores_codex":[0.9964318,0.00200432,0.0002875477,0.0005860653,0.0004050192,0.0002851748],"domain_scores_gemma":[0.9920321,0.003896303,0.002660032,0.0005537369,0.0005467252,0.0003111985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003822046,0.00007109398,0.9947155,0.0001091231,0.0005027743,0.00003587103,0.000219552,0.000467452,0.0002032068,0.00008028607,0.0001201993,0.003092644],"study_design_scores_gemma":[0.000008225593,0.0002201473,0.9986129,0.00002430149,0.00007000515,0.00005125003,0.0001812278,0.0004162885,0.00007912668,0.00007814234,0.0002528393,0.000005523271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965856,0.0005994723,0.0006967207,0.0001538573,0.00001205794,0.00003157213,0.001249601,0.000009329153,0.0006618976],"genre_scores_gemma":[0.9989958,0.0001052174,0.0002486075,0.00001752438,0.00000584546,0.00002996658,0.0004218772,0.000002787714,0.0001723008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004481363,"threshold_uncertainty_score":0.01862961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092150645159195,"score_gpt":0.3579801728071639,"score_spread":0.327058666355572,"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."}}