{"id":"W2919666831","doi":"","title":"Occupational exposure and risk of bladder cancer : Population based studies in the Nordic countries and Canada","year":2018,"lang":"fi","type":"article","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bladder cancer; Environmental health; Occupational exposure; Population; Medicine; Cancer; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001379342,0.0002601419,0.0003193798,0.0002769416,0.00120267,0.00001633039,0.0001806057,0.0001388929,0.0001397841],"category_scores_gemma":[0.00007358228,0.0002422382,0.00007319842,0.0003204432,0.001745085,0.0003681219,0.0001255322,0.0002265726,0.000002718001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260891,"about_ca_system_score_gemma":0.001877675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3684292,"about_ca_topic_score_gemma":0.3198532,"domain_scores_codex":[0.9982675,0.0002627518,0.000228375,0.0004182523,0.0005970547,0.0002260174],"domain_scores_gemma":[0.9987799,0.000348682,0.0002293903,0.0001993613,0.0002916518,0.00015104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00132343,0.0001472749,0.9924704,0.0002184065,0.000331552,0.0003170785,0.0006717075,0.0005004504,0.00007502222,0.003349589,0.000468278,0.0001268148],"study_design_scores_gemma":[0.001810553,0.000215747,0.9613352,0.0003635228,0.0008306178,0.00003660734,0.008516897,0.000304631,0.00006413554,0.00001210121,0.02626719,0.0002427781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946716,0.001530723,0.00002596562,0.000343788,0.0003599773,0.0003223077,0.0009569363,0.00001264296,0.001776046],"genre_scores_gemma":[0.9954896,0.00193121,0.00006958931,0.0001934277,0.0001957915,4.500812e-7,0.0001259869,0.000006997854,0.001986929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.048576,"threshold_uncertainty_score":0.9878185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129224522020693,"score_gpt":0.2230342830428667,"score_spread":0.2101118308407974,"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."}}