{"id":"W2333585941","doi":"10.1136/oemed-2011-100382.120","title":"Cancer mortality among electrolysis workers: where have all the cancers gone? A challenge to occupational epidemiologists and regulatory boards","year":2011,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Cohort; Environmental health; Cancer; Lung cancer; Incidence (geometry); Occupational medicine; Occupational exposure; Pathology; Internal medicine","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":[0.07170399,0.0009496001,0.002313603,0.004422229,0.003808628,0.00750954,0.003589596,0.01126862,0.001941835],"category_scores_gemma":[0.08741283,0.0007851532,0.001551119,0.003215118,0.008271582,0.00741641,0.003299112,0.01090892,0.000890212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003410759,"about_ca_system_score_gemma":0.01499212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924104,"about_ca_topic_score_gemma":0.0345961,"domain_scores_codex":[0.974323,0.01108592,0.004354218,0.001826914,0.007573452,0.0008365226],"domain_scores_gemma":[0.841655,0.07740888,0.01453719,0.007575638,0.05281924,0.006004044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006338167,0.0004277398,0.1417462,0.004529703,0.000285408,0.0004605494,0.007383598,0.0007690822,0.001715388,0.01272778,0.222981,0.6063397],"study_design_scores_gemma":[0.0003770218,0.001518438,0.3286018,0.01791127,0.0009590884,0.001327265,0.02248414,0.002384115,0.002377856,0.04803885,0.5734625,0.0005575817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01286949,0.08945948,0.002941897,0.8835396,0.0072422,0.0001199755,0.0003840954,0.0001648809,0.003278487],"genre_scores_gemma":[0.2579433,0.2366472,0.02322162,0.3775198,0.09483048,0.0007936797,0.001401608,0.0003132047,0.007329202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07170399,"threshold_uncertainty_score":0.3792115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043353995513874,"score_gpt":0.2896296813724407,"score_spread":0.2391961414173019,"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."}}