{"id":"W1982769586","doi":"10.1016/j.urology.2011.07.1387","title":"Effective Radiation Exposure in Evaluation and Follow-up of Patients With Urolithiasis","year":2011,"lang":"en","type":"article","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Nuclear medicine; Radiation exposure; Effective dose (radiation); Radiation dose; Computed tomography; Radiography; Radiology","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":[0.0001668096,0.00009065746,0.0002131878,0.0001322507,0.0000154795,0.000001070565,0.00002121489,0.00009165851,0.00006073014],"category_scores_gemma":[0.0001293729,0.00006737239,0.00002270378,0.0001058576,0.00005031593,0.00004956588,0.00001159964,0.00006816826,0.000003480542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003154205,"about_ca_system_score_gemma":0.00003900345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009642116,"about_ca_topic_score_gemma":0.00001386136,"domain_scores_codex":[0.999279,0.0001137435,0.0001520419,0.0001833882,0.0001483622,0.000123453],"domain_scores_gemma":[0.99956,0.00004251911,0.0000868045,0.0001342786,0.000118136,0.00005827864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002006315,0.000272997,0.9691498,0.00001509449,0.00007582704,0.000002795906,0.001601698,0.000001994614,0.00002197601,0.00005720451,0.000009367231,0.02678491],"study_design_scores_gemma":[0.01156134,0.003150055,0.9842383,0.000006951371,0.0002883587,0.000005528365,0.00002711558,0.0001652364,0.0002556624,0.0001676937,0.000083646,0.00005009873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978063,0.0002564966,0.00002035876,0.0000722487,0.00007973913,0.000782066,0.000006465458,0.000008698732,0.000967596],"genre_scores_gemma":[0.9995331,0.00001232529,0.0001030028,0.0001961682,0.00001176418,0.00007373726,0.00004071066,0.00001011963,0.00001905888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673481,"threshold_uncertainty_score":0.2747366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315396562394977,"score_gpt":0.2511195471028496,"score_spread":0.2379655814788998,"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."}}