{"id":"W2039885008","doi":"10.1155/2012/594278","title":"CT Scans in Young People in Great Britain: Temporal and Descriptive Patterns, 1993–2002","year":2012,"lang":"en","type":"article","venue":"Radiology Research and Practice","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"National Cancer Institute","keywords":"Medicine; Computed tomography; Age groups; Demography; Radiology; Pediatrics","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":[0.002975244,0.0000922067,0.0002373976,0.0003535991,0.00007666558,0.00003244063,0.00004975349,0.00006060463,0.00009126867],"category_scores_gemma":[0.002468516,0.00008355427,0.00001175362,0.0003525593,0.0001545731,0.0008114281,0.0000522851,0.0006604954,0.0000213127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105422,"about_ca_system_score_gemma":0.00009764968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007754883,"about_ca_topic_score_gemma":0.002333582,"domain_scores_codex":[0.9980237,0.0008337242,0.0001834098,0.0002294465,0.0001747248,0.0005549909],"domain_scores_gemma":[0.9982738,0.00126192,0.00004024988,0.0001388042,0.00006397963,0.0002211722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004151218,0.0001130416,0.9901156,0.00003786636,0.00002273878,0.0001584056,0.003065486,2.812318e-7,0.0002640359,0.000120253,0.002064934,0.003622224],"study_design_scores_gemma":[0.001500908,0.0003084874,0.9799411,0.00005277571,0.0000126626,0.00477746,0.005857832,0.0002544391,0.00005290671,0.00004371568,0.007110628,0.00008712227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783102,0.006078701,0.00002353681,0.006988851,0.0000689126,0.0003242972,0.000005790531,0.000009675355,0.008190008],"genre_scores_gemma":[0.9956767,0.002997315,0.0001865679,0.0002687023,0.0001744004,0.00003009261,0.00001682807,0.00001125528,0.0006381648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736645,"threshold_uncertainty_score":0.9988526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08110253431390174,"score_gpt":0.3949811051712028,"score_spread":0.313878570857301,"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."}}