{"id":"W3208172687","doi":"10.1136/oem-2021-epi.234","title":"P-206 ‘Assessing the Impact of Exposure Control on Future Cancer Burden among Construction Workers’","year":2021,"lang":"en","type":"article","venue":"Poster presentations","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Health Canada","funders":"","keywords":"Medicine; Environmental health; Asbestos; Psychological intervention; Cancer; Relative risk; Toxicology; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002618477,0.00008325268,0.0001160533,0.00003050377,0.0001002799,0.00002808839,0.00003522886,0.00003561114,0.0006948594],"category_scores_gemma":[0.0000206696,0.00005300893,0.0001348275,0.0001151826,0.0001095696,0.0001234275,0.00001519357,0.0000912647,0.000008406508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004832149,"about_ca_system_score_gemma":0.0001054475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003853431,"about_ca_topic_score_gemma":0.00002037388,"domain_scores_codex":[0.9993723,0.00006243776,0.0001472934,0.0001243614,0.0001960677,0.00009751727],"domain_scores_gemma":[0.999547,0.00008853419,0.00007447637,0.0001621291,0.00006439822,0.00006347607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008760054,0.00008365967,0.9921781,0.00001596091,0.0001689048,0.000007794412,0.0003245988,0.001839004,0.002067903,0.00002735794,0.001267396,0.001931667],"study_design_scores_gemma":[0.0008853324,0.00006036901,0.9959114,0.00006667865,0.000173511,0.00001765014,0.001894623,0.0001217493,0.0006954875,0.00005303194,0.00006908278,0.00005109941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941483,0.000455342,0.0000523574,0.002520388,0.0001649793,0.0002254563,0.0001312302,0.00001312499,0.002288888],"genre_scores_gemma":[0.9985961,0.00002736754,0.00007113224,0.000154657,0.0004207809,0.0000389148,0.0001299958,0.000009461531,0.0005515867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00444787,"threshold_uncertainty_score":0.7608223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377950224854804,"score_gpt":0.3330722656711275,"score_spread":0.3192927634225795,"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."}}