{"id":"W7117152485","doi":"10.1007/s40744-025-00817-y","title":"Treatment Patterns and Clinical Outcomes for Patients Living with Active Giant Cell Arteritis in Canada","year":2025,"lang":"en","type":"article","venue":"Rheumatology and Therapy","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada); Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"AbbVie Canada","keywords":"Giant cell arteritis; Adverse effect; Disease; Inflammatory bowel disease; Vasculitis; Epidemiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003254089,0.0002729815,0.0003870385,0.0008699144,0.002045441,0.001126208,0.0009696878,0.000474238,0.003049474],"category_scores_gemma":[0.001808332,0.0002203404,0.0005248414,0.002754413,0.000655587,0.0003933805,0.0007803087,0.0007710213,0.0002311703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01807541,"about_ca_system_score_gemma":0.0223499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598525,"about_ca_topic_score_gemma":0.9693001,"domain_scores_codex":[0.9991097,0.00004786626,0.0000620676,0.0001753518,0.0002420529,0.0003630423],"domain_scores_gemma":[0.9980958,0.00005742989,0.0006917435,0.00003382268,0.0004774712,0.0006437503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006280771,0.00002203911,0.9965104,0.0000218308,0.00003431429,0.00007962887,0.0001516438,0.00007349544,0.00008763279,0.00004717535,0.0008631055,0.002045818],"study_design_scores_gemma":[0.00001654541,0.00004401857,0.9976369,0.00005858224,0.0000335037,0.0002060469,0.0008077602,0.0002172182,0.00003862947,0.000042142,0.0008849042,0.00001364226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873607,0.001481428,0.00009494529,0.00109845,0.00002984309,0.0000650019,0.006576276,0.00001370931,0.003279598],"genre_scores_gemma":[0.9970584,0.0005159384,0.00007804623,0.0002397681,0.00001433938,0.00001645938,0.001695959,0.00000503784,0.0003760591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04014748,"threshold_uncertainty_score":0.1311468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0079639979188784,"score_gpt":0.2647403501134255,"score_spread":0.2567763521945471,"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."}}