{"id":"W2096579462","doi":"10.4269/ajtmh.2008.79.407","title":"Microbiological Effectiveness and Cost of Disinfecting Water by Boiling in Semi-urban India","year":2008,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; St. Michael's Hospital","funders":"","keywords":"Boiling; Fecal coliform; Environmental science; Feces; Pulp and paper industry; Medicine; Waste management; Water treatment; Toxicology; Environmental health; Environmental engineering; Chemistry; Biology; Water quality; Ecology; Engineering","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":[0.0004623082,0.0001782404,0.000141359,0.0005732753,0.0002659226,0.0006304988,0.000412446,0.0002418103,0.0006256612],"category_scores_gemma":[0.002499564,0.0001432507,0.000361952,0.0007106657,0.000511676,0.00026093,0.0004133776,0.0003206328,0.00009280565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220967,"about_ca_system_score_gemma":0.0006296461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0247507,"about_ca_topic_score_gemma":0.02779816,"domain_scores_codex":[0.9992301,0.0003957235,0.00005126132,0.0000470631,0.0001350181,0.0001408859],"domain_scores_gemma":[0.9982691,0.0007032218,0.0005882865,0.00009084229,0.000172329,0.000176326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009036371,0.0004445154,0.9770932,0.0001454011,0.0001257083,0.0005397871,0.001074812,0.001033028,0.002377701,0.0002389744,0.0002004375,0.01582276],"study_design_scores_gemma":[0.00001057526,0.0007597162,0.9958223,0.00001905529,0.00006203837,0.0003774227,0.001203611,0.0007013573,0.0007636129,0.00006547025,0.0002031186,0.00001170279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995389,0.00007132489,0.00001967645,0.00003602532,0.0000011445,0.000002763154,0.00004354846,0.000001839041,0.0002846188],"genre_scores_gemma":[0.9997805,0.0000785286,0.00003054448,0.0000103167,0.000001889957,0.000002355396,0.00002531177,6.893396e-7,0.00006981462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0247507,"threshold_uncertainty_score":0.04921329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142512567920165,"score_gpt":0.2678591992023612,"score_spread":0.2564340735231596,"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."}}