{"id":"W2081187499","doi":"10.1148/radiol.2281020874","title":"Radiation Exposure at Chest CT: A Statement of the Fleischner Society","year":2003,"lang":"en","type":"review","venue":"Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":359,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Radiation dose; Nuclear medicine; Radiation exposure; Medical physics; Radiation protection; Population; Medical radiation; Computed tomography; Radiology; Environmental health","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":[0.005970027,0.001108019,0.001289892,0.002878009,0.0006405333,0.001105655,0.001603354,0.004247482,0.002675168],"category_scores_gemma":[0.00611914,0.0005691712,0.0009163757,0.002529572,0.001399675,0.002228029,0.001123471,0.003621861,0.003275651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883838,"about_ca_system_score_gemma":0.00623939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005095944,"about_ca_topic_score_gemma":0.005417473,"domain_scores_codex":[0.9974967,0.0003784793,0.0008023526,0.0002209925,0.0009886909,0.0001126387],"domain_scores_gemma":[0.9941487,0.001573258,0.0009281833,0.0001613712,0.002873754,0.000314693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001145413,0.00006039609,0.00162198,0.008565885,0.00005891829,0.0005054342,0.0001522051,0.0002996023,0.002771847,0.004138328,0.256222,0.725489],"study_design_scores_gemma":[0.00001430839,0.0000603527,0.002734184,0.00422595,0.00005349202,0.001560309,0.00006858137,0.00006707311,0.0006276625,0.0009041853,0.9896622,0.00002166916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005626708,0.9617079,0.000802887,0.0244727,0.006620865,0.00005002395,0.0001321099,0.00003185462,0.005619026],"genre_scores_gemma":[0.005552183,0.9705597,0.002626344,0.009798116,0.004503713,0.0001540433,0.0002914311,0.00002333411,0.006491296],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005970027,"threshold_uncertainty_score":0.03157294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734288966735524,"score_gpt":0.334127517976513,"score_spread":0.2967846283091578,"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."}}