{"id":"W4403058968","doi":"10.58931/cait.2023.3251","title":"ANCA-Associated Vasculitis For the Allergist and Immunologist","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"McMaster University","keywords":"Medicine; Vasculitis; Dermatology; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002529579,0.000220675,0.0003561063,0.0002895674,0.0008765836,0.0000387004,0.0002181213,0.0004407387,0.0004996195],"category_scores_gemma":[0.0003496089,0.0001707716,0.0002280439,0.0004572551,0.0006165587,0.00005335636,0.00005633452,0.000415585,0.0002167424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460334,"about_ca_system_score_gemma":0.0005284503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0331942,"about_ca_topic_score_gemma":0.1002011,"domain_scores_codex":[0.9983631,0.00006486251,0.0002941869,0.0003704366,0.00009893845,0.0008084438],"domain_scores_gemma":[0.9987504,0.000265571,0.00007266766,0.0005160499,0.0001543472,0.0002409232],"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":[0.0004490624,0.0003342994,0.005462269,0.0001081257,0.04397311,0.001799073,0.004239426,0.0002069617,0.007087138,0.1722723,0.5864597,0.1776085],"study_design_scores_gemma":[0.0034031,0.0002650454,0.357969,0.00006019487,0.0001594222,0.000202115,0.0009255096,0.0002688944,0.00004200895,0.001011005,0.6354556,0.0002381133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128164,0.06151384,0.000132483,0.1908559,0.003993659,0.003142132,0.0009287381,0.001118874,0.02549801],"genre_scores_gemma":[0.963275,0.014486,0.00005738686,0.00221336,0.0001358913,0.0004147891,0.0009671894,0.00006775266,0.01838268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525067,"threshold_uncertainty_score":0.9732438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528071879188467,"score_gpt":0.240036333988957,"score_spread":0.2247556151970724,"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."}}