{"id":"W2968916059","doi":"10.1093/rpd/ncz174","title":"DOES THE USE OF CONTEMPORARY CT SCANNERS ALTER THE RADIATION DOSE DEBATE IN THE IMAGING WORK UP FOR PULMONARY EMBOLISM?","year":2019,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Imaging phantom; Nuclear medicine; Effective dose (radiation); Single-photon emission computed tomography; Pulmonary angiography; Angiography; Pulmonary embolism; Radiology; 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":[0.0115974,0.0002425471,0.000545907,0.000729217,0.0003260908,0.002150094,0.0009675038,0.001453066,0.001664054],"category_scores_gemma":[0.06623533,0.0002674117,0.0005665786,0.001489595,0.001386126,0.001674167,0.0007274128,0.0008233998,0.0004911394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317242,"about_ca_system_score_gemma":0.0007120805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928793,"about_ca_topic_score_gemma":0.003881498,"domain_scores_codex":[0.9933391,0.003002497,0.0006720418,0.0009196241,0.001806917,0.0002598566],"domain_scores_gemma":[0.9427996,0.03417807,0.01304897,0.004847879,0.004089917,0.001035484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003060785,0.0002046322,0.7532942,0.000659345,0.0005731856,0.000557725,0.00134162,0.001438622,0.008551397,0.002371651,0.001958471,0.2259883],"study_design_scores_gemma":[0.000102314,0.003115965,0.9532866,0.0003767584,0.0005483651,0.005354875,0.001127919,0.001540163,0.005976784,0.001095403,0.02741719,0.00005777851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411148,0.02821816,0.008535173,0.01032989,0.0007848865,0.00004555805,0.0002040931,0.0001249387,0.01064248],"genre_scores_gemma":[0.98881,0.003342417,0.004905076,0.001618583,0.0008338346,0.00001537662,0.0001044501,0.0000654565,0.0003046951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115974,"threshold_uncertainty_score":0.0613336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979128361787724,"score_gpt":0.2738105430119973,"score_spread":0.24401925939412,"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."}}