{"id":"W4324137703","doi":"10.1136/oem-2023-epicoh.158","title":"O-178 Occupational radon exposure in Canada","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Calgary; Public Health Ontario; BC Centre for Disease Control","funders":"","keywords":"Radon; Environmental health; Population; Radon exposure; Occupational exposure; Environmental science; Medicine; Toxicology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003197183,0.000270122,0.000258288,0.001350956,0.002459934,0.0009710866,0.0007670431,0.0003397943,0.01501794],"category_scores_gemma":[0.0009037842,0.0001983806,0.0004272191,0.002957992,0.0004242207,0.0002210344,0.0007380909,0.0004146101,0.001406176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01936722,"about_ca_system_score_gemma":0.06230406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962275,"about_ca_topic_score_gemma":0.9969066,"domain_scores_codex":[0.999285,0.00003636538,0.00003352335,0.0001042868,0.0003304054,0.0002104624],"domain_scores_gemma":[0.9991518,0.00003641123,0.00007338658,0.00001984555,0.0005393667,0.0001792092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231329,0.00009556102,0.8224666,0.0005104587,0.00007821593,0.0005182899,0.001860296,0.0004520855,0.0009838964,0.002560114,0.0605635,0.1097878],"study_design_scores_gemma":[0.00001400259,0.00005230221,0.9438962,0.0003020571,0.00003469311,0.0002714647,0.002231319,0.0004709939,0.000209171,0.0002398738,0.05225691,0.00002115154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6970266,0.009969267,0.001815975,0.006497695,0.0003661055,0.000680102,0.09425966,0.0004199698,0.1889646],"genre_scores_gemma":[0.9315821,0.006094671,0.001494673,0.001152307,0.00003932498,0.0001585829,0.0147082,0.00005169757,0.04471846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01936722,"threshold_uncertainty_score":0.1405197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132577935073274,"score_gpt":0.388815621290666,"score_spread":0.2755578277833387,"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."}}