{"id":"W4379985341","doi":"10.3390/w15122185","title":"Arsenic in Drinking Water and Urinary Tract Cancers: A Systematic Review Update","year":2023,"lang":"en","type":"review","venue":"Water","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Cancer Care Nova Scotia; University of British Columbia","funders":"","keywords":"Bladder cancer; Medicine; Arsenic; Incidence (geometry); Kidney cancer; Relative risk; Urinary system; Cancer; Urology; Internal medicine; Confidence interval; Chemistry; Mathematics","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":[0.01331183,0.001371514,0.007230374,0.008733517,0.0004194469,0.002896747,0.00180983,0.002006181,0.003744049],"category_scores_gemma":[0.04740079,0.001011648,0.009623676,0.008871615,0.0007818301,0.002805248,0.001370703,0.00188112,0.000431586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216845,"about_ca_system_score_gemma":0.009221399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008587957,"about_ca_topic_score_gemma":0.03111661,"domain_scores_codex":[0.9928663,0.00282131,0.002301669,0.000609343,0.001237766,0.0001634931],"domain_scores_gemma":[0.9469157,0.04257596,0.005761225,0.000774311,0.003683947,0.0002887746],"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":[0.0001977203,0.00002362182,0.002107146,0.8689858,0.03065178,0.0001510639,0.0002266025,0.0002422481,0.0002230596,0.0006543593,0.008184771,0.08835181],"study_design_scores_gemma":[0.0002464636,0.0002746083,0.009966287,0.6910079,0.2211815,0.0008603484,0.0003413229,0.0002909914,0.0001871827,0.002385853,0.07316919,0.00008837837],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003130655,0.9983729,0.0001028003,0.0006860344,0.0001896391,0.00002739308,0.00018522,0.0000059227,0.0001169473],"genre_scores_gemma":[0.00835249,0.988901,0.000552806,0.001482213,0.0003476429,0.00009158459,0.0001827177,0.000006031903,0.00008349709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01331183,"threshold_uncertainty_score":0.07040048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000967402733769,"score_gpt":0.2899153062841562,"score_spread":0.2599056322568185,"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."}}