{"id":"W3181730936","doi":"10.3390/cancers13133345","title":"Blood Arsenic Levels as a Marker of Breast Cancer Risk among BRCA1 Carriers","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Narodowe Centrum Badań i Rozwoju","keywords":"Breast cancer; Medicine; Internal medicine; Oncology; Cancer; Incidence (geometry); Prospective cohort study; Germline; Ovarian cancer; Germline mutation; Gynecology; Gene; Mutation; Genetics; Biology","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":[0.0005024452,0.0002117856,0.0002799429,0.0008050991,0.0002890616,0.0004662388,0.0001987085,0.0003588825,0.001072515],"category_scores_gemma":[0.001196124,0.0002220868,0.0002910014,0.0008503667,0.0001493617,0.000263345,0.0002384469,0.0003636282,0.0001674743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177358,"about_ca_system_score_gemma":0.0001799731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150842,"about_ca_topic_score_gemma":0.004190126,"domain_scores_codex":[0.9997733,0.00008162129,0.00001825021,0.00005118618,0.00004575575,0.00002983523],"domain_scores_gemma":[0.9993357,0.0001784086,0.0003243883,0.00003278925,0.00005718874,0.00007150529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003275393,0.00002219648,0.9971272,0.00001392852,0.00004414234,0.00006333406,0.00006038867,0.00005360027,0.0007980421,0.0000145199,0.0000651006,0.00140991],"study_design_scores_gemma":[0.0000053985,0.0001946329,0.9980949,0.00000735639,0.00009244424,0.0002874097,0.0001527887,0.0005166953,0.0003457832,0.00006792084,0.0002306607,0.000003986937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987073,0.000583044,0.0001097139,0.00003805486,0.000004257858,0.000003158283,0.0001829456,0.000006825197,0.0003646709],"genre_scores_gemma":[0.9994018,0.0001394557,0.00009175013,0.000009011614,0.000005235326,0.000002406559,0.0001002334,0.000001528518,0.0002486134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150842,"threshold_uncertainty_score":0.008253336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006696404949676467,"score_gpt":0.2262161138318093,"score_spread":0.2195197088821328,"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."}}