{"id":"W4364857639","doi":"10.1007/978-3-031-12950-6_8","title":"Granulomatosis with Polyangiitis","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Granulomatosis with polyangiitis; Medicine; Internal medicine; Vasculitis; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000118959,0.0005543719,0.0003797517,0.000937198,0.0004945776,0.001021591,0.0004469898,0.001082371,0.03106677],"category_scores_gemma":[0.000337938,0.0001991624,0.000296948,0.0005795316,0.0005903888,0.0008992741,0.0008707466,0.001770869,0.008807074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469165,"about_ca_system_score_gemma":0.0003391416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009144033,"about_ca_topic_score_gemma":0.003451486,"domain_scores_codex":[0.9999207,0.00001683041,0.000004322497,0.000008579465,0.00003561918,0.00001394879],"domain_scores_gemma":[0.9999157,0.00005116858,0.000006459989,0.000005806529,0.000009236147,0.00001162549],"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":[0.00005717352,0.0001645405,0.0003748131,0.0008341732,0.00001795401,0.006625322,0.0003795783,0.0008890032,0.001601807,0.1053118,0.5685534,0.3151905],"study_design_scores_gemma":[0.00001054454,0.00003140085,0.0006158962,0.0003290673,0.0000072684,0.01110953,0.00005403933,0.0002154588,0.0002329701,0.02066765,0.9667184,0.000007829771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002599047,0.07903828,0.003946358,0.003883614,0.007318179,0.00009282643,0.0001697881,0.0001880884,0.9027637],"genre_scores_gemma":[0.01302864,0.048726,0.003637521,0.004838984,0.005178838,0.00008631728,0.0001600503,0.00009759357,0.9242461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03106677,"threshold_uncertainty_score":0.1039287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436510800911877,"score_gpt":0.2203389312487088,"score_spread":0.20597382323959,"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."}}