{"id":"W2031471400","doi":"10.2166/wh.2010.156","title":"A critical evaluation of two point-of-use water treatment technologies: can they provide water that meets WHO drinking water guidelines?","year":2010,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Water treatment; Water quality; POU domain; Environmental science; Emerging technologies; Portable water purification; Environmental engineering; Computer science; Chemistry; Biology; 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":[0.06985553,0.0009311368,0.001405757,0.002327479,0.001860747,0.004503869,0.00189707,0.00272906,0.002244401],"category_scores_gemma":[0.0796395,0.0004651204,0.0007661869,0.00177465,0.003446423,0.003926626,0.001267637,0.001174104,0.0003599169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007699693,"about_ca_system_score_gemma":0.01068781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005872739,"about_ca_topic_score_gemma":0.008284696,"domain_scores_codex":[0.9319218,0.04258748,0.004916031,0.001591139,0.01762835,0.001355206],"domain_scores_gemma":[0.8867379,0.05482995,0.0116601,0.002076752,0.04315054,0.001544864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007980047,0.003578753,0.1001349,0.04761542,0.0012157,0.001125043,0.01324552,0.00370973,0.05598152,0.02810452,0.0175248,0.7197841],"study_design_scores_gemma":[0.001421019,0.1063294,0.1630054,0.02201824,0.002974723,0.00199905,0.09480484,0.008321228,0.1895649,0.02138302,0.387404,0.0007742415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7049842,0.1118735,0.02838345,0.0569755,0.002263894,0.02828648,0.001624991,0.0001628172,0.06544527],"genre_scores_gemma":[0.9328924,0.02268539,0.03538099,0.002911554,0.0002590624,0.002808619,0.000275892,0.00002491111,0.002761199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06985553,"threshold_uncertainty_score":0.3694358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108699302447877,"score_gpt":0.4095911637861462,"score_spread":0.2987212335413585,"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."}}