{"id":"W2555608234","doi":"10.1093/rheumatology/kew189","title":"271 Interrater and Intrarater Analysis of Ultrasound and Histological Findings in Patients with Suspected Giant Cell Arteritis","year":2016,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Giant cell arteritis; Arteritis; Ultrasound; Inter-rater reliability; Dermatology; Radiology; Pathology; Vasculitis; Disease; Statistics","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":[0.03868825,0.0005417443,0.0008263986,0.002865343,0.0008762809,0.001265435,0.000860808,0.0004656588,0.001185085],"category_scores_gemma":[0.1071095,0.0005835757,0.0009299868,0.001146902,0.001122513,0.0008279821,0.00240829,0.0006021767,0.0007120618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446695,"about_ca_system_score_gemma":0.001017523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200705,"about_ca_topic_score_gemma":0.005803897,"domain_scores_codex":[0.960727,0.02563852,0.004593504,0.002425045,0.00583866,0.0007773798],"domain_scores_gemma":[0.8638092,0.09053023,0.01044906,0.007093505,0.02669759,0.001420473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000942787,0.000154947,0.9735664,0.0002476918,0.0003335289,0.0002473927,0.006829119,0.0005065877,0.001591565,0.00007590722,0.0003612955,0.01514279],"study_design_scores_gemma":[0.00008641704,0.001144993,0.9724734,0.000244751,0.0004336378,0.002051062,0.006471968,0.009933852,0.00500651,0.0003989291,0.001652115,0.0001023604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948953,0.0004006056,0.002803311,0.00003643458,0.00005411638,0.0001831072,0.0001747834,0.00003974105,0.001412704],"genre_scores_gemma":[0.9955661,0.0001230315,0.00378614,0.00001356386,0.00002286759,0.0001115017,0.0001356072,0.00001505231,0.0002260319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03868825,"threshold_uncertainty_score":0.2046054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005172581767357815,"score_gpt":0.2011622770468509,"score_spread":0.195989695279493,"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."}}