{"id":"W4381166382","doi":"10.1503/cmaj.230110","title":"Radon and lung cancer risk","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health","funders":"","keywords":"Lung cancer; Radon; Guideline; Medicine; Inhalation; Relative risk; Risk assessment; Environmental health; Lung; Cancer; Oncology; Nuclear medicine; Internal medicine; Confidence interval; Pathology; Computer science; Anesthesia; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004572961,0.0002399519,0.0003360406,0.001270393,0.0004110203,0.001050841,0.0004027074,0.001084672,0.005590826],"category_scores_gemma":[0.001619819,0.0001551688,0.0004291362,0.001735272,0.0003379081,0.0003439164,0.0004327934,0.000879483,0.0009525619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527763,"about_ca_system_score_gemma":0.001337373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09447287,"about_ca_topic_score_gemma":0.08071617,"domain_scores_codex":[0.9993697,0.0001335395,0.0000388222,0.00009337979,0.0002911435,0.00007342372],"domain_scores_gemma":[0.9995325,0.00009083927,0.0001457891,0.00001846298,0.0001309259,0.00008142058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480166,0.0002310182,0.8183348,0.000606135,0.0005696974,0.0005830136,0.0003091669,0.0008297167,0.001358418,0.01326054,0.02381686,0.1398527],"study_design_scores_gemma":[0.00002453933,0.0002027051,0.8617095,0.0006294437,0.000318625,0.002708953,0.0003752373,0.0006304686,0.000372488,0.009098943,0.1238815,0.0000475136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3067198,0.5240014,0.002399478,0.03040555,0.001177,0.0001444826,0.009902244,0.0001640564,0.1250861],"genre_scores_gemma":[0.8386019,0.1351925,0.002038156,0.002499765,0.001191857,0.00006276095,0.00357735,0.0000170583,0.01681874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09447287,"threshold_uncertainty_score":0.187846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111752314498883,"score_gpt":0.3794229627469051,"score_spread":0.3483054396019163,"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."}}