{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006286908,0.0003990592,0.0003965429,0.0007399054,0.001007392,0.001201805,0.0003452598,0.001405077,0.0299338],"category_scores_gemma":[0.002839512,0.0001871646,0.0003621897,0.0002860501,0.000845813,0.0006319646,0.0007206344,0.002604462,0.00727738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658305,"about_ca_system_score_gemma":0.003689611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753303,"about_ca_topic_score_gemma":0.04474411,"domain_scores_codex":[0.999346,0.0001210292,0.0000434791,0.00006123466,0.0002836676,0.0001445878],"domain_scores_gemma":[0.9984748,0.0002229463,0.00008994505,0.00006261848,0.000571666,0.0005780279],"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":[0.00008121983,0.0000623776,0.01110794,0.000237959,0.00003120732,0.008765143,0.0001509049,0.00006560298,0.001414804,0.00197357,0.816941,0.1591683],"study_design_scores_gemma":[0.00004520537,0.00007201634,0.01425615,0.0004684603,0.00002974218,0.04288658,0.0003051379,0.0001112448,0.0003267267,0.001607025,0.9398708,0.00002100722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01442837,0.1568478,0.002876712,0.4922467,0.07308619,0.0001672163,0.0004844048,0.0006706291,0.259192],"genre_scores_gemma":[0.1896249,0.1633283,0.006198839,0.2009404,0.0742385,0.0001014027,0.0005907124,0.0001657101,0.3648113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0299338,"threshold_uncertainty_score":0.1001385,"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."}}