{"id":"W4416826344","doi":"10.69645/dqfx6833","title":"Update on giant cell arteritis (GCA)","year":2025,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004027174,0.0001386751,0.0002206176,0.0003574082,0.001295743,0.00006919202,0.0002545937,0.000147087,0.001122665],"category_scores_gemma":[0.00009827987,0.0000845429,0.0001547267,0.002813694,0.001147076,0.00006078048,0.00005852489,0.0003865255,0.0003494725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009022597,"about_ca_system_score_gemma":0.000778355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006626835,"about_ca_topic_score_gemma":0.00002463436,"domain_scores_codex":[0.9982074,0.00008103892,0.0003212927,0.0003926913,0.0006375221,0.0003600294],"domain_scores_gemma":[0.9991865,0.000134057,0.00005862598,0.0002662685,0.00007541954,0.0002791615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006218609,0.0006517964,0.0003444726,0.0000465835,0.0001284925,0.0000718339,0.000190767,0.00002897941,0.001748928,0.005252009,0.9824104,0.009063515],"study_design_scores_gemma":[0.003501261,0.00148059,0.01666037,0.000384968,0.0002454219,0.0002283083,0.0008720178,0.008047809,0.0006421998,0.004889125,0.9627421,0.0003058084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1064555,0.003492459,0.01524259,0.3568374,0.01222427,0.002293949,0.0001009225,0.0007199192,0.5026329],"genre_scores_gemma":[0.9547126,0.000521674,0.0004498015,0.01144408,0.000346626,0.00007969852,0.00002538485,0.000009456085,0.03241063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8482571,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008831207012637,"score_gpt":0.2655410545527493,"score_spread":0.255452742482623,"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."}}