{"id":"W2327299615","doi":"10.2166/wh.2014.049","title":"A systematic review of waterborne disease burden methodologies from developed countries","year":2014,"lang":"en","type":"review","venue":"Journal of Water and Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Waterborne diseases; Environmental health; Environmental science; Water supply; Risk assessment; Population; Groundwater; Water quality; Risk analysis (engineering); Environmental resource management; Water resource management; Business; Computer science; Environmental engineering; Medicine; Engineering; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006803129,0.001696,0.00580647,0.01933024,0.0006212865,0.002304835,0.001978058,0.001307242,0.004909317],"category_scores_gemma":[0.02971871,0.0009506276,0.005087632,0.02104438,0.0006937503,0.002184757,0.001739013,0.0010523,0.0004331626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452102,"about_ca_system_score_gemma":0.0200296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01887088,"about_ca_topic_score_gemma":0.05190254,"domain_scores_codex":[0.9950387,0.001261882,0.002070199,0.0004235014,0.001039713,0.0001660294],"domain_scores_gemma":[0.9813339,0.01241803,0.002812004,0.0002911336,0.002844164,0.0003008235],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001040369,0.00001273188,0.0006483527,0.8549924,0.003585323,0.0001205308,0.0002380973,0.0001817181,0.0001812062,0.0005383195,0.005299135,0.1340982],"study_design_scores_gemma":[0.00009847472,0.000168447,0.006934878,0.8659275,0.0296667,0.000632646,0.0003496718,0.0001057592,0.0002879021,0.000659961,0.09511493,0.00005304921],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003340805,0.9982107,0.0001831609,0.0002805743,0.000116066,0.0001207577,0.0004304699,0.000006923273,0.0003172548],"genre_scores_gemma":[0.002731719,0.9961722,0.0004480644,0.000204843,0.00003547719,0.0001357061,0.0001880819,0.000002487289,0.000081383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931968,"threshold_uncertainty_score":0.03752208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0915442114794855,"score_gpt":0.4098805424486086,"score_spread":0.3183363309691231,"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."}}