{"id":"W3014697832","doi":"10.1093/rheumatology/keaa095","title":"Incidence and prevalence of giant cell arteritis in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; NOSM University; Laurentian University; University of Toronto; St Joseph's Health Care; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Western University","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Giant cell arteritis; Incidence (geometry); Arteritis; Dermatology; Internal medicine; Vasculitis; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002902884,0.00005607362,0.0001461851,0.00001664395,0.00001682194,0.0000037562,0.00004263904,0.00004177096,0.0004065119],"category_scores_gemma":[0.00001842696,0.00005202989,0.00002051334,0.00007399279,0.00003019449,0.00003591007,0.00002415162,0.0001736859,0.000002913888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006026788,"about_ca_system_score_gemma":0.0004060711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7950513,"about_ca_topic_score_gemma":0.8996875,"domain_scores_codex":[0.9994735,0.0000124135,0.0001505152,0.0001338598,0.0001242803,0.0001054396],"domain_scores_gemma":[0.9997275,0.00001484005,0.0000309321,0.00009491711,0.00002372268,0.0001080835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000942597,0.0001601002,0.9314004,0.001554124,0.00008171688,0.002611578,0.006313001,0.00004443766,0.04530294,0.0003565754,0.009655985,0.002424946],"study_design_scores_gemma":[0.0008672409,0.0001378348,0.9947771,0.00023448,0.00004329585,0.00006743687,0.0001020463,0.0001642332,0.001131188,0.00003459215,0.002369158,0.00007133951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944435,0.0007830233,0.00001428451,0.002155337,0.00003830031,0.0001352963,0.00002414406,0.000007076995,0.002399076],"genre_scores_gemma":[0.9983045,0.0002040284,0.00021823,0.0006252016,0.00001575669,0.000005239644,0.0000087443,0.000004845414,0.0006133827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046362,"threshold_uncertainty_score":0.4451019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008802774575844972,"score_gpt":0.2031645220938355,"score_spread":0.1943617475179905,"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."}}