{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006927063,0.0002532653,0.001037555,0.00007949064,0.00005147711,0.00003272452,0.0001714672,0.0001097017,0.0009071011],"category_scores_gemma":[0.00001518404,0.0001346081,0.0001435313,0.0001114435,0.00004558867,0.000167726,0.0002315021,0.0001954056,0.003234821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771608,"about_ca_system_score_gemma":0.00001181856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000635239,"about_ca_topic_score_gemma":0.00009202285,"domain_scores_codex":[0.9982478,0.0002133834,0.0006598918,0.0003739214,0.0002042146,0.0003007753],"domain_scores_gemma":[0.9995292,0.00003060051,0.0001079506,0.0002728703,0.000003342696,0.00005606018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[6.656505e-7,0.00003187897,0.00001071894,0.9343625,0.00004238632,0.0001686579,0.0007127149,0.000001102739,0.000004111735,0.000009490805,0.0003829545,0.06427287],"study_design_scores_gemma":[0.0001017188,0.00001969866,0.00000932109,0.4233606,0.0005869933,0.0001838516,0.00001945263,0.00002173843,0.000005187141,0.00006372098,0.5752837,0.0003439716],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001362607,0.997218,0.000003073846,0.000146556,0.0001031749,0.001744182,0.000003473545,0.00004583381,0.000599432],"genre_scores_gemma":[0.000450091,0.9950884,0.00001243706,0.0002246631,0.00001878746,0.0004017394,0.0001434875,0.00003565426,0.00362476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5749007,"threshold_uncertainty_score":0.9975412,"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."}}