{"id":"W1894398318","doi":"10.1093/aje/kwv117","title":"Re: \"Elevated Lung Cancer in Younger Adults and Low Concentrations of Arsenic in Water\"","year":2015,"lang":"en","type":"letter","venue":"American Journal of Epidemiology","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lung cancer; Medicine; Case-control study; Logistic regression; Bladder cancer; Cancer; Internal medicine; Environmental health; Demography; Oncology","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":[0.007456411,0.003074494,0.003090143,0.002405424,0.002187443,0.004910192,0.005638004,0.01719275,0.01151507],"category_scores_gemma":[0.04058704,0.001171632,0.00250045,0.001676405,0.00296531,0.005242715,0.001918799,0.01819261,0.01455864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003707041,"about_ca_system_score_gemma":0.004264252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539947,"about_ca_topic_score_gemma":0.01628155,"domain_scores_codex":[0.9948308,0.001639126,0.0008318358,0.0007819972,0.001499146,0.0004171569],"domain_scores_gemma":[0.9761739,0.01041343,0.001846709,0.0006079227,0.009501833,0.001456219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004327422,0.00001173796,0.0005230308,0.000207159,0.00003603834,0.0003099497,0.00008145675,0.0000218819,0.00005586173,0.0002325294,0.9944359,0.00404126],"study_design_scores_gemma":[0.00007538505,0.00006268192,0.0044617,0.001713614,0.0001638123,0.003027202,0.0009278425,0.0004263163,0.0003642584,0.002089231,0.9865673,0.00012069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005064505,0.008028003,0.000385179,0.4803199,0.5078217,0.00006900296,0.000677171,0.0002398744,0.001952775],"genre_scores_gemma":[0.004087188,0.005951606,0.0006186629,0.4374734,0.540274,0.0001393326,0.0002592966,0.0001684728,0.01102807],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01719275,"threshold_uncertainty_score":0.03943372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08755547230758559,"score_gpt":0.4172030851247853,"score_spread":0.3296476128171997,"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."}}