{"id":"W4401953542","doi":"10.1002/cam4.70126","title":"On the informative value of community‐based indoor radon values in relation to lung cancer","year":2024,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto","funders":"National Cancer Institute; National Institutes of Health; Skånes universitetssjukhus; Bundesamt für Strahlenschutz; Strålsäkerhetsmyndigheten; Universität Wien; Danmarks Tekniske Universitet; Lunds Universitet; U.S. Environmental Protection Agency","keywords":"Lung cancer; Medicine; Radon; Population; Logistic regression; Linear regression; Demography; Epidemiology; Relative risk; Risk factor; Environmental health; Nuclear medicine; Confidence interval; Oncology; Internal medicine; Statistics; Mathematics","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":[0.002216299,0.0001224576,0.0002639385,0.0002477866,0.000323744,0.000002907502,0.0001764571,0.0001039506,0.000535038],"category_scores_gemma":[0.0004047595,0.00007126233,0.00002866175,0.0006354019,0.0001036476,0.0001205098,0.00002926147,0.001113925,0.00001463094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051683,"about_ca_system_score_gemma":0.0004783685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016961,"about_ca_topic_score_gemma":0.0007393786,"domain_scores_codex":[0.9978124,0.001020359,0.000433036,0.00009436899,0.0004130416,0.0002267494],"domain_scores_gemma":[0.9976035,0.001823583,0.0001290503,0.0002727779,0.00009972534,0.00007134424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001050281,0.0002113396,0.0788848,0.006113217,0.0003686032,0.000009391391,0.4641741,0.01349219,0.006199201,0.01701663,0.3897703,0.02270989],"study_design_scores_gemma":[0.008687811,0.001260849,0.7487887,0.08161046,0.0004063348,0.000001103947,0.04054488,0.05424267,0.004491317,0.003458485,0.05581979,0.0006876023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502908,0.00180683,0.0005948325,0.03828238,0.00194192,0.001249702,0.00003379087,0.00004711643,0.005752651],"genre_scores_gemma":[0.9902233,0.0002158188,0.00001466646,0.008485761,0.0002569534,0.0004110708,0.00001070342,0.00001546292,0.0003662704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6699039,"threshold_uncertainty_score":0.7584177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262856696391657,"score_gpt":0.4765853843715241,"score_spread":0.3502997147323583,"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."}}