{"id":"W3118674442","doi":"10.1111/risa.13676","title":"Drinking Water Consumption Patterns among Private Well Users in Ontario: Implications for Exposure Assessment of Waterborne Infection","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; McMaster University; University of Saskatchewan; Queen's University","funders":"","keywords":"Bottled water; Consumption (sociology); Environmental health; Tap water; Water supply; Water consumption; Population; Water use; Medicine; Demography; Environmental science; Water resource management; Environmental engineering; Ecology","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":[0.0004022194,0.0001545289,0.0001808864,0.0006321089,0.0009513393,0.000722677,0.0003979416,0.0001666197,0.001251227],"category_scores_gemma":[0.001616386,0.0001711041,0.0002429378,0.00209067,0.0004572433,0.0004382354,0.0004997532,0.0001847608,0.00008605233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00709444,"about_ca_system_score_gemma":0.005705915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9386463,"about_ca_topic_score_gemma":0.9699876,"domain_scores_codex":[0.9996188,0.0000554655,0.00002530683,0.00005514083,0.0001427599,0.0001025859],"domain_scores_gemma":[0.9990989,0.00009757666,0.0003851694,0.00003369453,0.0002433321,0.0001413908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003444528,0.00001362664,0.9924354,0.00003676597,0.00001325921,0.00005249889,0.002254124,0.00006422804,0.0003746706,0.00004225902,0.0002618774,0.004416792],"study_design_scores_gemma":[7.700897e-7,0.000009254734,0.9976954,0.000009437006,0.000004223353,0.00001318444,0.001818262,0.00009560498,0.00002616575,0.00001584269,0.0003094442,0.00000231185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972966,0.0001595978,0.000158813,0.0002534353,0.000002156551,0.00002439723,0.0008965462,0.000004070201,0.001204378],"genre_scores_gemma":[0.9989023,0.0002080476,0.0001779546,0.00003279085,0.000001621725,0.00001374089,0.0002664031,0.000001849139,0.0003952102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06135368,"threshold_uncertainty_score":0.12343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025634526423063,"score_gpt":0.278874402896036,"score_spread":0.2586180576318053,"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."}}