{"id":"W4300583235","doi":"10.1080/09553002.2022.2110321","title":"The epidemiology of lung cancer following radiation exposure","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Institute for Occupational Safety and Health; National Cancer Institute; Canadian Nuclear Safety Commission; National Institutes of Health; Institut de Radioprotection et de SÛreté Nucléaire; Nuclear Safety and Security Commission; U.S. Nuclear Regulatory Commission; World Health Organization; Centers for Disease Control and Prevention; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"Lung cancer; Epidemiology; Radiation exposure; Medicine; Ionizing radiation; Radiation; Environmental health; Toxicology; Biology; Oncology; Pathology; Nuclear medicine; Irradiation; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001505017,0.000297996,0.0006686593,0.002797614,0.0005503013,0.001645757,0.0007440491,0.001807982,0.005964432],"category_scores_gemma":[0.007040769,0.0003769946,0.001377998,0.003462122,0.0004838394,0.001117198,0.001062575,0.001257514,0.0007631904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006810893,"about_ca_system_score_gemma":0.0009550984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143197,"about_ca_topic_score_gemma":0.007751623,"domain_scores_codex":[0.998313,0.0005785915,0.000187927,0.0002900216,0.0003608063,0.0002697489],"domain_scores_gemma":[0.9939421,0.001456875,0.002493396,0.0004057969,0.0008378607,0.0008639537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007306831,0.00003882272,0.9932336,0.0000723888,0.0001563728,0.0001380679,0.0000409289,0.0001293426,0.0002264064,0.0001605604,0.0005398919,0.005190479],"study_design_scores_gemma":[0.000002718205,0.00009082809,0.9979341,0.00005714395,0.00006032214,0.0005285467,0.0001435688,0.00007911136,0.00004215182,0.0001181898,0.0009367701,0.000006571889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231911,0.04841872,0.001389729,0.005958357,0.0003526709,0.00007906002,0.005387699,0.00007543809,0.01514721],"genre_scores_gemma":[0.9843636,0.01145592,0.0002277743,0.000421584,0.0006326311,0.00001675806,0.001033496,0.0000147226,0.001833552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143197,"threshold_uncertainty_score":0.02273083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882424482647715,"score_gpt":0.3747305588843553,"score_spread":0.3559063140578781,"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."}}