{"id":"W2152160936","doi":"10.1158/1055-9965.epi-10-1153","title":"Radon and Lung Cancer in the American Cancer Society Cohort","year":2011,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Lung cancer; Medicine; Radon; Environmental health; Cohort study; Cohort; Cancer; Prospective cohort study; Guideline; Proportional hazards model; Relative risk; Demography; Internal medicine; Confidence interval; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006152962,0.0002432424,0.0006185545,0.00008196588,0.0005525341,0.000003118318,0.0002536481,0.0002585441,0.0005447032],"category_scores_gemma":[0.000178576,0.0001749214,0.0001726681,0.0003522138,0.0005136101,0.0001803909,0.0000642994,0.000702984,0.000006290777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999004,"about_ca_system_score_gemma":0.0003533496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02865675,"about_ca_topic_score_gemma":0.01141156,"domain_scores_codex":[0.9937447,0.00407832,0.0007113591,0.0005686103,0.0001600367,0.0007369948],"domain_scores_gemma":[0.997921,0.0007818223,0.000775242,0.0003325605,0.00007564716,0.0001137215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678841,0.00005739953,0.9441081,0.0001353064,0.0005138384,0.000001361687,0.002345965,0.00000584091,0.0002951378,0.00009137999,0.03129028,0.02098749],"study_design_scores_gemma":[0.0007524097,0.00004683041,0.9926234,0.000440716,0.000230862,0.000001206746,0.001155793,0.0006634603,0.00002163171,0.000791802,0.00307534,0.0001965049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597479,0.02637206,0.0009689443,0.008340835,0.001783941,0.001898082,0.00004426007,0.00006113113,0.0007828953],"genre_scores_gemma":[0.9474301,0.04075034,0.0007751488,0.006460607,0.0004399175,0.003497017,0.00001802358,0.00003441247,0.0005944266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04851533,"threshold_uncertainty_score":0.9778115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1945809613457725,"score_gpt":0.4976944128514066,"score_spread":0.3031134515056341,"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."}}