{"id":"W2124378343","doi":"10.1371/journal.pone.0141646","title":"A Systematic Review of Waterborne Disease Outbreaks Associated with Small Non-Community Drinking Water Systems in Canada and the United States","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"","keywords":"Outbreak; Waterborne diseases; Environmental health; Geography; Medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.009131711,0.001567282,0.0059496,0.04256166,0.002057478,0.004275579,0.002679889,0.001750205,0.003848157],"category_scores_gemma":[0.05329602,0.0009093111,0.003930961,0.05415946,0.001699221,0.003077991,0.002250505,0.001005619,0.0003076301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01754553,"about_ca_system_score_gemma":0.06570164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1751223,"about_ca_topic_score_gemma":0.3850648,"domain_scores_codex":[0.9875613,0.002666624,0.005545488,0.0008107474,0.002934009,0.0004818541],"domain_scores_gemma":[0.9480983,0.03153798,0.009049839,0.0006120678,0.00987735,0.0008245012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001011663,0.00001014415,0.002536391,0.9580418,0.002515579,0.0003680538,0.0009857405,0.0001020752,0.0001733648,0.0003376348,0.003351794,0.03147626],"study_design_scores_gemma":[0.00005466795,0.00005650387,0.009478514,0.9461843,0.01339163,0.0004063104,0.001028149,0.00006639965,0.0001440954,0.0001672158,0.02898838,0.0000337643],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00363311,0.9901697,0.0002362572,0.0005853514,0.0002125357,0.0006295542,0.003126783,0.00001590273,0.00139066],"genre_scores_gemma":[0.02270013,0.9730917,0.001078943,0.0006246371,0.00007311998,0.0007594738,0.001389044,0.00001043536,0.0002725329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8248777,"threshold_uncertainty_score":0.3482059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480212096838746,"score_gpt":0.2379469736959759,"score_spread":0.1731448527275885,"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."}}