{"id":"W3209370792","doi":"10.1136/oem-2021-epi.17","title":"O-22 Cancer surveillance among plastics and rubber manufacturing workers in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Cancer; Cohort; Cancer registry; Cohort study; Epidemiology; Confidence interval; 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":[0.0006318131,0.000418112,0.0003534625,0.001838568,0.001940129,0.0008342675,0.001127359,0.0003082396,0.002513768],"category_scores_gemma":[0.001579512,0.0004004862,0.000729055,0.004753295,0.0003583002,0.0002374686,0.0008115654,0.0003095507,0.0004047164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02838041,"about_ca_system_score_gemma":0.06090232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971154,"about_ca_topic_score_gemma":0.9985548,"domain_scores_codex":[0.9989625,0.00005069161,0.00008158535,0.000151829,0.0005028159,0.0002505439],"domain_scores_gemma":[0.9971088,0.00008716781,0.0004844095,0.00008852295,0.001784772,0.00044643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288215,0.00003541547,0.9693329,0.0002649176,0.0001011724,0.0001733585,0.0007126387,0.0003837586,0.0009117483,0.0001521225,0.01419479,0.01360823],"study_design_scores_gemma":[0.00002056337,0.00004049548,0.9880337,0.0001433448,0.00004298948,0.00008861406,0.0004897901,0.0004046155,0.0001934531,0.00002479375,0.01050501,0.00001264294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168798,0.005006515,0.001206932,0.001322667,0.00009044621,0.0007351181,0.1511076,0.000222256,0.02342865],"genre_scores_gemma":[0.9479634,0.003306689,0.001503568,0.0006350438,0.00002831271,0.0002502395,0.03591434,0.00003764467,0.01036074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02838041,"threshold_uncertainty_score":0.2059153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431101594538675,"score_gpt":0.2557718439630857,"score_spread":0.2414608280176989,"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."}}