{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004471131,0.00007730164,0.0001603299,0.0001948906,0.001580944,0.00002303123,0.0001081398,0.0004060376,0.004136007],"category_scores_gemma":[0.00266915,0.00006717961,0.00003954945,0.0003050746,0.00002156194,0.0001174183,0.00001459166,0.001878134,0.0002924448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355412,"about_ca_system_score_gemma":0.003405398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01519942,"about_ca_topic_score_gemma":0.112198,"domain_scores_codex":[0.9972131,0.0007590675,0.0003131185,0.0001170176,0.0009930545,0.0006046632],"domain_scores_gemma":[0.9975891,0.0004147118,0.0002481725,0.00006040404,0.0001971064,0.001490472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002297703,0.000002581418,0.5932898,0.00001182895,0.00006358686,0.00004653383,0.0006468467,0.00000254858,0.000004115587,0.00002898058,0.389841,0.01605983],"study_design_scores_gemma":[0.0008643887,0.000009018545,0.6057433,0.0001515829,0.00003346362,0.00001076316,0.0008686266,0.001378405,0.000001099916,0.0001095745,0.3907358,0.00009400261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196759,0.0007659464,0.00005168136,0.06966528,0.004543616,0.0002425942,0.000078317,0.00006383169,0.004912775],"genre_scores_gemma":[0.9605647,0.009757562,0.0000381326,0.01593731,0.006044211,0.00004997856,0.00001010955,0.00003546728,0.007562504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09699862,"threshold_uncertainty_score":0.9997188,"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."}}