{"id":"W2155257220","doi":"10.1080/00397910500360202","title":"Biologically Based Analysis of Lung Cancer Incidence in a Large Canadian Occupational Cohort with Low-Dose Ionizing Radiation Exposure, and Comparison with Japanese Atomic Bomb Survivors","year":2006,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"U.S. Public Health Service","keywords":"Medicine; Cohort; Lung cancer; Ionizing radiation; Incidence (geometry); Dosimetry; Nuclear medicine; Demography; Oncology; Internal medicine; Irradiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007667278,0.0004311268,0.000349976,0.001925211,0.001393155,0.0006967444,0.0009562429,0.0003613976,0.001032023],"category_scores_gemma":[0.002146813,0.000235123,0.0008564445,0.002624322,0.0004298831,0.0001825597,0.000547828,0.0003415916,0.0001520845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015839,"about_ca_system_score_gemma":0.01046265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687979,"about_ca_topic_score_gemma":0.9696653,"domain_scores_codex":[0.9995199,0.00004282227,0.00001673803,0.00011219,0.0002042479,0.0001040927],"domain_scores_gemma":[0.9993412,0.00008250797,0.000120714,0.00008460454,0.0002465863,0.0001243745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001080216,0.00002088658,0.9937233,0.0000224589,0.0001430732,0.00007286086,0.0001572308,0.0008661058,0.0006475953,0.0001026112,0.0002923886,0.003843523],"study_design_scores_gemma":[0.000002376556,0.00001380396,0.9988501,0.000001956744,0.00003693346,0.00003703817,0.0001055319,0.0005911455,0.00005835616,0.00001596181,0.0002809716,0.000005857469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971336,0.0002732829,0.0002095269,0.00004312125,0.000002323391,0.00002223423,0.001658741,0.00001390293,0.0006431834],"genre_scores_gemma":[0.997038,0.0002431996,0.0003119393,0.00001614303,0.000002909599,0.0000145275,0.00185922,0.000004885704,0.0005093258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120208,"threshold_uncertainty_score":0.0737046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007623900798898589,"score_gpt":0.2807825910125343,"score_spread":0.2731586902136357,"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."}}