{"id":"W3168573932","doi":"10.1080/09553002.2021.1931527","title":"Lifetime attributable cancer risk related to prevalent CT scan procedures in pediatric medical imaging centers","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Isfahan University of Medical Sciences; Iran University of Medical Sciences","keywords":"Medicine; Incidence (geometry); Computed tomography; Abdomen; Radiology; Nuclear medicine; Colorectal cancer; Age groups; Cancer incidence; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328319,0.0001565917,0.0001695575,0.0008485169,0.0001890118,0.0002383287,0.0001828707,0.000195338,0.001196382],"category_scores_gemma":[0.001955909,0.0001137782,0.0003724321,0.0006267172,0.0001177685,0.0002161851,0.0003750664,0.0002766987,0.0001074639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686815,"about_ca_system_score_gemma":0.0003099987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353938,"about_ca_topic_score_gemma":0.00511468,"domain_scores_codex":[0.9996732,0.00009114218,0.00003631971,0.00005797876,0.00008028004,0.0000609213],"domain_scores_gemma":[0.99876,0.0002425527,0.0006867561,0.00006455227,0.0001113836,0.0001347713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001782951,0.000005767351,0.9982122,0.000007037616,0.00001618376,0.00004526149,0.00002341127,0.00008259722,0.00004457766,0.00001579074,0.00007178478,0.001457633],"study_design_scores_gemma":[9.101784e-7,0.00004142427,0.9985161,0.00001012837,0.00002082326,0.0005592947,0.00008681406,0.0002461258,0.00008261442,0.00002272584,0.0004110238,0.00000192295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959689,0.001386751,0.0004377964,0.00008319567,0.000005543176,0.000009676777,0.001372599,0.00001188623,0.0007236894],"genre_scores_gemma":[0.9983509,0.0005083235,0.0002104716,0.0000152817,0.000007977476,0.000008275098,0.0007629468,0.000002300776,0.000133614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004353938,"threshold_uncertainty_score":0.008657217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006966525768374236,"score_gpt":0.3217709759446906,"score_spread":0.3148044501763163,"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."}}