{"id":"W2120187359","doi":"10.4102/sajr.v18i1.588","title":"Multi-detector computed tomography radiation doses in the follow-up of paediatric neurosurgery patients in KwaZulu-Natal: A dosimetric audit","year":2014,"lang":"en","type":"article","venue":"South African Journal of Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cypress Health Region","funders":"Universiteit van die Vrystaat","keywords":"Medicine; Neurosurgery; Radiology; Nuclear medicine; Neuroradiology; Radiation dose; Computed tomography; Effective dose (radiation); Retrospective cohort study; Radiation exposure; Pediatrics; Surgery; Neurology","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":[0.001788788,0.0002830644,0.0004022541,0.002877795,0.0004593742,0.0005698954,0.0008068463,0.0003569273,0.0007038054],"category_scores_gemma":[0.006747284,0.000467367,0.0004353779,0.003048113,0.0005654381,0.0004489646,0.0009142856,0.0005018906,0.0002065745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580362,"about_ca_system_score_gemma":0.0009671689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038542,"about_ca_topic_score_gemma":0.01319065,"domain_scores_codex":[0.9980081,0.0006316796,0.0005534031,0.0001361666,0.0005195847,0.0001510574],"domain_scores_gemma":[0.9945025,0.001115805,0.003025182,0.0002942774,0.0009321086,0.00013017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627787,0.00005354276,0.9828048,0.0003629959,0.00003479157,0.001309668,0.001837827,0.0002473786,0.001118467,0.00006120837,0.0002836572,0.01162284],"study_design_scores_gemma":[0.000008742086,0.0003492493,0.9921594,0.0001203936,0.00006105484,0.002343642,0.001772155,0.0002080159,0.00110578,0.00002781657,0.001825086,0.00001884854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961254,0.001149038,0.0004462804,0.0001558977,0.000007995633,0.0001401997,0.0008753701,0.0000128931,0.001087044],"genre_scores_gemma":[0.9968478,0.0015137,0.0007334758,0.00006704995,0.000009756737,0.0001295219,0.0004903409,0.000008509304,0.0001997478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038542,"threshold_uncertainty_score":0.02064997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208672561650542,"score_gpt":0.2345505216759427,"score_spread":0.2224637960594373,"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."}}