{"id":"W2739805807","doi":"10.3899/jrheum.160909","title":"Severe Infection in Antineutrophil Cytoplasmic Antibody-associated Vasculitis","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medicinska Fakulteten, Lunds Universitet; Sveriges Läkarförbund; NIHR Cambridge Biomedical Research Centre; Reumatikerförbundet; Lunds Universitet","keywords":"Medicine; Internal medicine; Vasculitis; Anti-neutrophil cytoplasmic antibody; Population; Gastroenterology; Respiratory tract infections; Clostridium difficile; Cohort; Respiratory system; Antibiotics; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000538996,0.00009904508,0.0004410242,0.0001578676,0.0002800855,0.00002051434,0.0001682749,0.0001663744,0.00009864039],"category_scores_gemma":[0.0004342918,0.0000621631,0.0001744182,0.00008357179,0.0001585038,0.000141856,0.00003960265,0.0005839895,0.0000314801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712383,"about_ca_system_score_gemma":0.0001176296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009059098,"about_ca_topic_score_gemma":0.0003092399,"domain_scores_codex":[0.9989703,0.0001497878,0.0004495274,0.00007215497,0.0001544599,0.0002037325],"domain_scores_gemma":[0.9987659,0.00009663844,0.0006103377,0.000294351,0.0001674227,0.00006527655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009361858,0.0001304799,0.996344,0.00002399089,0.0003103572,0.0001204018,0.0002428536,0.00005828889,0.0006538148,0.0004993173,0.0008890537,0.0006338109],"study_design_scores_gemma":[0.004383864,0.0002477274,0.957583,0.00048833,0.0001928063,0.03540176,0.00004799943,0.0001074158,0.00006903097,0.0009318083,0.0004700367,0.00007623514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923851,0.0003089084,0.00004907407,0.005439225,0.000556008,0.00009461451,0.00000280494,0.00001123764,0.001153055],"genre_scores_gemma":[0.9902115,0.009535061,0.00002572598,0.00006727704,0.00001715284,7.949209e-7,0.000005297728,0.00001161026,0.0001256021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03876102,"threshold_uncertainty_score":0.2537176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138808213218784,"score_gpt":0.2781502134589514,"score_spread":0.2667621313267635,"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."}}