{"id":"W2559601969","doi":"10.1093/rpd/ncw297","title":"LIFETIME LUNG CANCER RISKS ASSOCIATED WITH INDOOR RADON EXPOSURE BASED ON VARIOUS RADON RISK MODELS FOR CANADIAN POPULATION","year":2016,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Radon; Pooling; Radon exposure; Environmental health; Risk assessment; Population; Lifetime risk; Environmental science; Dosimetry; Statistics; Medicine; Computer science; Nuclear medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001786456,0.0003404919,0.0003889315,0.0007523437,0.002049531,0.00003428807,0.00015005,0.0006775932,0.0002827908],"category_scores_gemma":[0.001011274,0.0002537028,0.0001196122,0.00071345,0.00003341064,0.0005899697,0.000009123284,0.0007089883,0.0000289914],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910925,"about_ca_system_score_gemma":0.0009438979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1041089,"about_ca_topic_score_gemma":0.04205709,"domain_scores_codex":[0.9960865,0.001327779,0.0006004208,0.0006087734,0.0006395543,0.0007369519],"domain_scores_gemma":[0.9973752,0.0006172414,0.0009179343,0.0004053143,0.0003081707,0.000376073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001891881,0.0003212143,0.8288018,0.0002127106,0.0004681801,0.000002488353,0.0006602964,0.04025647,0.001041177,0.0001561158,0.002398293,0.1237894],"study_design_scores_gemma":[0.008757446,0.0005544663,0.7525222,0.0009717424,0.0002416656,6.634542e-7,0.00004537484,0.2340392,0.001023245,0.0002385831,0.001032142,0.0005732815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7038374,0.000316039,0.277099,0.003311801,0.002294735,0.01112575,0.0009055606,0.0005513211,0.0005583113],"genre_scores_gemma":[0.995391,0.00007321633,0.0002351208,0.0006878591,0.0004788809,0.002257085,0.0001136779,0.00009248168,0.0006707496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2915535,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499838027735222,"score_gpt":0.3489975319032091,"score_spread":0.2939991516258569,"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."}}