{"id":"W4294944332","doi":"10.1016/j.jtho.2022.07.065","title":"OA13.04 Prevalence of Molecular Alterations in NSCLC and Estimated Indoor Radon in Europe: RADON EUROPE Study","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Radon; Medicine; Radon exposure; Environmental health; Oncology; Lung cancer; Nuclear physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327813,0.00009408876,0.000412193,0.0005712413,0.00004366957,0.00001020904,0.0001325049,0.00002894398,0.00009643541],"category_scores_gemma":[0.0005854931,0.00008656475,0.00003165895,0.0008073364,0.00004447026,0.0001560018,0.00009077894,0.0005612413,0.000001634483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149099,"about_ca_system_score_gemma":0.0003880721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212814,"about_ca_topic_score_gemma":0.000006586259,"domain_scores_codex":[0.9978884,0.0008244123,0.0007271759,0.0001456161,0.0002702567,0.0001440777],"domain_scores_gemma":[0.9990354,0.0001220568,0.0004564663,0.0001371098,0.0001749677,0.00007401635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003717316,0.004504539,0.717082,0.0002916397,0.0001503915,0.007298585,0.007625525,0.006655617,0.09606231,0.00004733697,0.000644651,0.1559201],"study_design_scores_gemma":[0.004563369,0.006323881,0.9735819,0.0002530728,0.0002613419,0.002080641,0.00130132,0.005453616,0.003778144,0.00003515437,0.002222159,0.0001454418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949697,0.001247077,0.0001006215,0.002545499,0.0001748099,0.0003525226,0.000003127965,0.000005220048,0.0006013978],"genre_scores_gemma":[0.9983518,0.0001988882,0.0008652565,0.0003803896,0.00003981913,0.000007831707,0.000002074197,0.00001463125,0.000139353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564999,"threshold_uncertainty_score":0.3530008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754070991235658,"score_gpt":0.405678416901278,"score_spread":0.3781377069889214,"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."}}