{"id":"W2100747329","doi":"10.3390/w6051100","title":"Diarrhoeal Health Risks Attributable to Water-Borne-Pathogens in Arsenic-Mitigated Drinking Water in West Bengal are Largely Independent of the Microbiological Quality of the Supplied Water","year":2014,"lang":"en","type":"article","venue":"Water","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Environment Research Council; Department for International Development; Council of Scientific and Industrial Research, India; Australian Agency for International Development; UK-India Education and Research Initiative; UNICEF; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Arsenic; Water quality; Environmental science; Arsenic contamination of groundwater; Environmental health; Water supply; Waterborne diseases; Water treatment; West bengal; Environmental engineering; Water resource management; Toxicology; Biology; Medicine; Chemistry; Ecology","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":[0.0001763208,0.0002029208,0.0001258088,0.0005214516,0.0003803125,0.0005937529,0.0002419953,0.0001574496,0.001052504],"category_scores_gemma":[0.0004758346,0.0001257966,0.0001891335,0.0008723509,0.0004362729,0.0003524287,0.0004275222,0.0001614259,0.0001300621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113141,"about_ca_system_score_gemma":0.0004898797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07491858,"about_ca_topic_score_gemma":0.1323921,"domain_scores_codex":[0.9998016,0.00007130609,0.00001307909,0.00003700627,0.00003680913,0.00004020546],"domain_scores_gemma":[0.9997954,0.00003557075,0.0001025572,0.00001430818,0.00003187648,0.00002038918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727256,0.00004206738,0.9576836,0.0001549533,0.00009507926,0.0007403223,0.001582444,0.001210502,0.02336612,0.0003483546,0.0001629551,0.01444094],"study_design_scores_gemma":[0.000001687356,0.00008874966,0.9944348,0.000006899216,0.00002604355,0.0001648514,0.001585062,0.0005462426,0.002284605,0.00009260685,0.0007620349,0.000006408119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989101,0.0001218966,0.0001892819,0.00005149858,0.000001237993,0.000004420269,0.0001702884,0.00000325123,0.0005479555],"genre_scores_gemma":[0.9994134,0.0001156815,0.0001144566,0.000006651133,0.000001549769,0.000002710434,0.00005783889,6.007797e-7,0.0002871495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07491858,"threshold_uncertainty_score":0.148965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581076263257828,"score_gpt":0.2632615946802466,"score_spread":0.2374508320476683,"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."}}