{"id":"W2020932955","doi":"10.1016/j.jmir.2013.10.012","title":"Written Observations as a Part of Computed Tomography Angiography Post Processing by Medical Radiation Technologists: A Pilot Project","year":2014,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Radiology; Medical physics; Angiography; Computed tomography; Computed tomography angiography; Radiation dose; Nuclear 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":[0.01173032,0.00087208,0.0005101585,0.001226538,0.002704468,0.00122946,0.001340884,0.0008395195,0.0165891],"category_scores_gemma":[0.03856144,0.0006588371,0.0005750856,0.0006344459,0.001280354,0.0008000763,0.002230688,0.002290585,0.006310635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495215,"about_ca_system_score_gemma":0.008036445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110751,"about_ca_topic_score_gemma":0.007266632,"domain_scores_codex":[0.9940932,0.003496027,0.0004870652,0.0006405675,0.0008653158,0.0004177942],"domain_scores_gemma":[0.9228178,0.03225997,0.004707252,0.012384,0.02091727,0.006913816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01255665,0.03212367,0.1211949,0.001181966,0.0001065353,0.007189749,0.0821336,0.001888561,0.09397832,0.0008860236,0.02477396,0.6219861],"study_design_scores_gemma":[0.004220309,0.063961,0.5700902,0.0008618541,0.0004809514,0.004306423,0.07109834,0.009375251,0.1565114,0.002429234,0.1161154,0.000549553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433084,0.0001265241,0.02847683,0.001120157,0.0002445664,0.01442024,0.002282703,0.001634444,0.008386078],"genre_scores_gemma":[0.8220292,0.0004058242,0.1199024,0.001066785,0.0003654101,0.01305732,0.003571096,0.001014994,0.03858698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165891,"threshold_uncertainty_score":0.06203663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397127960491264,"score_gpt":0.3244532942271229,"score_spread":0.3004820146222103,"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."}}