{"id":"W4393387017","doi":"10.3899/jrheum.2023-1245","title":"Phase-Specific Healthcare Costs Associated With Giant Cell Arteritis in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Sunnybrook Health Science Centre; Western University; University of Toronto; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; Arthritis Society; Canadian Rheumatology Association","keywords":"Medicine; Interquartile range; Giant cell arteritis; Emergency department; Health care; Cohort; Emergency medicine; Population; Pediatrics; Public health; Demography; Internal medicine; Disease; Vasculitis; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008013907,0.0005245001,0.0005508108,0.002041676,0.001428297,0.001528384,0.001408374,0.0004781477,0.002884658],"category_scores_gemma":[0.004988583,0.0004728127,0.001297535,0.004856535,0.0004776439,0.0005391416,0.0009904244,0.0007023247,0.0001691978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07053679,"about_ca_system_score_gemma":0.05534589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951439,"about_ca_topic_score_gemma":0.9960866,"domain_scores_codex":[0.9984657,0.0001394538,0.0001295531,0.000187323,0.0006642657,0.0004137707],"domain_scores_gemma":[0.9965835,0.0002080174,0.001209107,0.00009098621,0.001364435,0.0005440551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001452882,0.00004013478,0.98526,0.0001921858,0.0003818388,0.0001739609,0.0002761204,0.002827172,0.0001073925,0.0006095042,0.004032154,0.005954303],"study_design_scores_gemma":[0.00005010506,0.00004671972,0.9916236,0.0001425369,0.0001461668,0.0001931325,0.0004508959,0.003654145,0.00005818639,0.0002188265,0.003386459,0.00002913686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395807,0.003267709,0.0007917522,0.001198367,0.00005426622,0.0003606166,0.04832914,0.00004743474,0.006370174],"genre_scores_gemma":[0.985204,0.001472564,0.0007882641,0.0002219789,0.00002492497,0.00009839005,0.01031416,0.00001289954,0.001862778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07053679,"threshold_uncertainty_score":0.5117826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167829306870577,"score_gpt":0.2364422475886392,"score_spread":0.2247639545199334,"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."}}