{"id":"W1935800449","doi":"10.1186/s12940-015-0050-7","title":"Urgent need to reevaluate the latest World Health Organization guidelines for toxic inorganic substances in drinking water","year":2015,"lang":"en","type":"review","venue":"Environmental Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Hospital for Sick Children; University of Toronto","keywords":"Water quality; Environmental health; Mercury (programming language); Environmental planning; Environmental science; Environmental protection; Medicine; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004367148,0.0005875803,0.001437294,0.00016093,0.0004344681,0.00005509075,0.000644909,0.0001490556,0.001086444],"category_scores_gemma":[0.0001313342,0.000364759,0.0001781212,0.0008135211,0.000111483,0.0001743603,0.0004651263,0.0004115504,0.001381619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889807,"about_ca_system_score_gemma":0.0002905676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006667015,"about_ca_topic_score_gemma":0.005124762,"domain_scores_codex":[0.994853,0.0006970087,0.001734933,0.0008823068,0.0007725141,0.001060215],"domain_scores_gemma":[0.9980628,0.0001204577,0.000484301,0.000651264,0.000009389294,0.0006718109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001558175,0.0002859464,0.001527933,0.001339274,0.00003782604,0.000004115215,0.002115142,0.0005357362,0.00003460579,0.00001689939,0.02417071,0.9699162],"study_design_scores_gemma":[0.0002612136,0.0002353096,0.0004956211,0.000905458,0.00003582603,0.00001252614,0.000108274,0.00002446689,0.00004484117,0.000106427,0.9973599,0.0004100894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002261812,0.9792823,0.000197754,0.01120273,0.0006655302,0.006082152,0.0001098723,0.00007017267,0.0001277376],"genre_scores_gemma":[0.003454318,0.9844058,0.001553981,0.007531983,0.0003231117,0.0002882909,0.0006560739,0.0001741279,0.001612386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9731892,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209767244493605,"score_gpt":0.3790582007406908,"score_spread":0.2580814762913303,"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."}}