{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1334882,0.0007793405,0.001485111,0.01130129,0.000898087,0.003520815,0.003023209,0.002575163,0.003622868],"category_scores_gemma":[0.264618,0.0006480993,0.005062306,0.01013906,0.002622612,0.002339101,0.002897224,0.002140992,0.0004492521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223135,"about_ca_system_score_gemma":0.005528612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006278215,"about_ca_topic_score_gemma":0.01132044,"domain_scores_codex":[0.8737288,0.07694842,0.02605285,0.00679621,0.01521412,0.001259526],"domain_scores_gemma":[0.4558398,0.4272435,0.05732965,0.01091539,0.04615571,0.002515917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005597359,0.0004231522,0.7487689,0.06373059,0.05321905,0.0006939341,0.001423266,0.001270967,0.001529924,0.002152349,0.002461723,0.1187288],"study_design_scores_gemma":[0.001159004,0.0127914,0.7540811,0.0476272,0.1072527,0.001568804,0.004199349,0.001954206,0.004304954,0.008010268,0.05684106,0.0002099003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3696121,0.547795,0.01535694,0.02901332,0.001714651,0.003545668,0.01012711,0.0001009611,0.02273434],"genre_scores_gemma":[0.8982527,0.07698312,0.0140734,0.005406179,0.0007873918,0.000964447,0.002650395,0.00002719524,0.0008552687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1334882,"threshold_uncertainty_score":0.7059615,"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."}}