{"id":"W4298056009","doi":"10.17615/krh4-xj25","title":"Evaluating Evidence for Association of Human Bladder Cancer with Drinking-Water Chlorination Disinfection By-Products","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Water Research Foundation","keywords":"Water disinfection; Bladder cancer; Environmental health; Association (psychology); Medicine; Cancer; Internal medicine; Environmental science; Environmental engineering; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000147731,0.0001032452,0.000105656,0.0000166649,0.0001773856,0.00007735674,0.00005817679,0.00004314376,0.0003910589],"category_scores_gemma":[0.0001018956,0.00007210428,0.00002747608,0.0001509189,0.00004580901,0.00134856,0.00004511802,0.00003966596,0.00001787882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413315,"about_ca_system_score_gemma":0.00001148602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002746325,"about_ca_topic_score_gemma":0.00006511277,"domain_scores_codex":[0.9991364,0.00003466293,0.0001471943,0.0002528348,0.0002766431,0.0001522272],"domain_scores_gemma":[0.9996721,0.00005573995,0.0001296586,0.00008019013,0.00002950996,0.00003283758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001454871,0.00007392475,0.695747,0.00005386639,0.00005826612,1.703074e-7,0.002819163,0.001309427,0.293005,0.0006124937,0.004183761,0.00199145],"study_design_scores_gemma":[0.0007147993,0.0007542549,0.04798463,0.00003785454,0.0001126064,1.978976e-7,0.000046718,0.0006760297,0.9448771,0.003767018,0.0008650076,0.0001637835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949883,0.00003915573,0.001222734,0.002796823,0.00009008341,0.0003814418,0.000004440973,0.00006745099,0.0004095653],"genre_scores_gemma":[0.9977188,0.000002717215,0.0009933347,0.0001012306,0.0001205281,0.00008023046,0.00006399513,0.0000132293,0.0009059348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6518721,"threshold_uncertainty_score":0.4281821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07703610194087666,"score_gpt":0.3062449877593182,"score_spread":0.2292088858184416,"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."}}