{"id":"W2027455494","doi":"10.1007/s00259-011-1967-x","title":"The impact of 18F-FDG PET on the management of patients with suspected large vessel vasculitis","year":2011,"lang":"en","type":"article","venue":"European Journal of Nuclear Medicine and Molecular Imaging","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Gottfried und Julia Bangerter-Rhyner-Stiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Positron emission tomography; Context (archaeology); Vasculitis; Confidence interval; Radiology; Internal medicine; Medical diagnosis; Nuclear medicine; Disease","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":[0.0005454421,0.0001160811,0.0002291818,0.00009274628,0.0001075487,0.00000749742,0.0001358885,0.000005790282,0.0001380444],"category_scores_gemma":[0.00004170037,0.00004904376,0.0001431067,0.0001434955,0.0002185553,0.00003910227,0.00004043349,0.0002538702,0.000002780086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001517746,"about_ca_system_score_gemma":0.00001734853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008873049,"about_ca_topic_score_gemma":8.030938e-8,"domain_scores_codex":[0.998888,0.0001670664,0.0003632318,0.00009122989,0.0003337957,0.0001566352],"domain_scores_gemma":[0.9990563,0.0000292041,0.0003129309,0.0002396341,0.0002586375,0.0001032573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01425357,0.01002897,0.1422557,0.001997436,0.06243194,0.09292331,0.08943915,0.00009474519,0.03588515,0.1093528,0.3055629,0.1357744],"study_design_scores_gemma":[0.01184287,0.004221254,0.9600194,0.003063172,0.001467244,0.0009237751,0.007094515,0.00006654541,0.0001728765,0.0001543676,0.01080835,0.0001656842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715996,0.0007779218,0.0001324705,0.002657135,0.00006138777,0.0001844085,0.000005466876,0.000007071098,0.02457455],"genre_scores_gemma":[0.9985844,0.0006844735,0.0002263112,0.000422066,0.00003285754,2.367612e-7,0.0000034241,0.00003107992,0.0000151762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177637,"threshold_uncertainty_score":0.1999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009041530097386643,"score_gpt":0.2254991591604006,"score_spread":0.2164576290630139,"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."}}