{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765856,0.0002031362,0.0002331752,0.0004669551,0.0001547485,0.0003322006,0.0001426776,0.000319576,0.001174749],"category_scores_gemma":[0.002343771,0.0001700946,0.0002969291,0.0003945027,0.0001985318,0.0003122691,0.0003778028,0.0003293706,0.000161041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009775668,"about_ca_system_score_gemma":0.0001676742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006382348,"about_ca_topic_score_gemma":0.0006489742,"domain_scores_codex":[0.9994403,0.0001866714,0.00006438437,0.0001276982,0.0001049718,0.00007600874],"domain_scores_gemma":[0.9980984,0.0003736583,0.001118032,0.00006939207,0.00009990515,0.0002405617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000805772,0.000008612353,0.9984797,0.00001009162,0.0000243467,0.0001087818,0.00001930853,0.00003874397,0.0001585142,0.000009461282,0.00005088968,0.001011035],"study_design_scores_gemma":[0.000005971731,0.00009715506,0.9974848,0.00001024844,0.00001581821,0.001849913,0.00006978629,0.0002281115,0.00008888953,0.00002514018,0.0001213364,0.000002816255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992071,0.0004111778,0.00007851006,0.00002647827,0.000004952746,0.000002997473,0.00008617472,0.000002101177,0.0001805063],"genre_scores_gemma":[0.9996901,0.0001081104,0.00004242042,0.000008542629,0.00001033177,0.000001545279,0.0001075845,7.203655e-7,0.0000306593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001174749,"threshold_uncertainty_score":0.003929913,"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."}}