{"id":"W4417202221","doi":"10.1158/1557-3265.earlyonsetca25-c018","title":"Abstract C018: Urinary Arsenic and Other Heavy Metals in Gallbladder Cancer Patients: A Pilot Study Correlating Exposure with Drinking Water and Assessing Carcinogenic Risk in Northeast India","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arsenic; Urine; Cadmium; Urinary system; Carcinogen; Inductively coupled plasma mass spectrometry; Incidence (geometry); Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002836253,0.0002700625,0.000220785,0.0005995236,0.0007060358,0.0004717718,0.0002166981,0.0003310696,0.001534825],"category_scores_gemma":[0.0008339841,0.0002686485,0.0003683471,0.0007082651,0.0003560066,0.0002196876,0.0003729144,0.0003637593,0.0003762611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318011,"about_ca_system_score_gemma":0.0005887187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006118062,"about_ca_topic_score_gemma":0.005565146,"domain_scores_codex":[0.99979,0.0000482841,0.0000249323,0.00004966226,0.00004166186,0.00004546629],"domain_scores_gemma":[0.9994804,0.0001302152,0.0001114816,0.00004652569,0.00008890451,0.0001424872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003018545,0.0002149053,0.9952853,0.00001738622,0.00001882473,0.0005362293,0.0005047154,0.00002278303,0.001961365,0.000006023204,0.00006359754,0.001067003],"study_design_scores_gemma":[0.0000294493,0.001269445,0.9945,0.000004022852,0.00004329452,0.001661781,0.001145414,0.00009939233,0.001006773,0.00001476346,0.0002176104,0.000007801866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996988,0.0000148866,0.00003110273,0.00001333305,0.000001299736,0.0000100136,0.00008466098,0.000002358157,0.0001436021],"genre_scores_gemma":[0.9996897,0.00001638476,0.0000527947,0.00001809676,0.000002819,0.000007295796,0.0000797593,8.578314e-7,0.0001322451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006118062,"threshold_uncertainty_score":0.01216489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444173828058152,"score_gpt":0.4064274450940668,"score_spread":0.3319857068134852,"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."}}