{"id":"W4324137785","doi":"10.1136/oem-2023-epicoh.154","title":"O-136 New research on the continued health burdens of uranium miners: implications for workers compensation in the United States","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Lung cancer; Environmental health; Cohort; Uranium; Cohort study; Demography; Gerontology; Oncology; Pathology","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":[0.006709667,0.0003265849,0.0003552045,0.002008759,0.001324171,0.002914945,0.0009636524,0.001215867,0.01191612],"category_scores_gemma":[0.01340244,0.0001782421,0.0009169063,0.002399714,0.001251789,0.002091793,0.001673125,0.001104231,0.0008378341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010403,"about_ca_system_score_gemma":0.006567158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03995718,"about_ca_topic_score_gemma":0.07933867,"domain_scores_codex":[0.997992,0.0009222226,0.0001539021,0.0002985785,0.0004614469,0.0001717843],"domain_scores_gemma":[0.9840698,0.00786407,0.002979211,0.0008818692,0.003239192,0.0009657891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006268118,0.000599135,0.5707331,0.003038367,0.0005532138,0.000475852,0.006911781,0.0007641145,0.002377671,0.02373719,0.1178412,0.2723416],"study_design_scores_gemma":[0.0001094327,0.0006931627,0.6970145,0.007503755,0.000631322,0.0005281676,0.02578816,0.001035607,0.001831581,0.01790839,0.2468428,0.0001131341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4788876,0.09742298,0.004289619,0.2929363,0.006883317,0.0002908906,0.01229708,0.0001441419,0.1068481],"genre_scores_gemma":[0.8778375,0.05295828,0.005060426,0.04275995,0.004141239,0.0002647072,0.00571621,0.00006527633,0.01119644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03995718,"threshold_uncertainty_score":0.07944924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2352084389039787,"score_gpt":0.4554407792146282,"score_spread":0.2202323403106495,"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."}}