{"id":"W2991538113","doi":"10.1093/rheumatology/kez575","title":"Predictive factors of severe infections in patients with systemic necrotizing vasculitides: data from 733 patients enrolled in five randomized controlled trials of the French Vasculitis Study Group","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Hôpital Saint-François d'Assise; Mount Sinai Hospital","funders":"Hospices Civils de Lyon; Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Interquartile range; Internal medicine; Hazard ratio; Randomized controlled trial; Regimen; Clinical endpoint; Gastroenterology; Confidence interval","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":[0.01602591,0.001262389,0.006310725,0.00104297,0.0003510696,0.001449425,0.0006294291,0.001526918,0.001755017],"category_scores_gemma":[0.01752279,0.0005136891,0.009647388,0.001896246,0.0005784112,0.0008516264,0.0005122127,0.001082182,0.0001291801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672598,"about_ca_system_score_gemma":0.0009032531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175953,"about_ca_topic_score_gemma":0.002668551,"domain_scores_codex":[0.9869603,0.008147118,0.002399494,0.001244887,0.0008787121,0.0003694545],"domain_scores_gemma":[0.9763492,0.01355912,0.007953138,0.0009104233,0.0008093982,0.0004186946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3827644,0.0008888184,0.1755689,0.02700607,0.3534986,0.0001942142,0.0001889383,0.001789409,0.001449042,0.0002454292,0.001904248,0.05450202],"study_design_scores_gemma":[0.2140986,0.02687084,0.3975918,0.004419749,0.3488178,0.0004886951,0.0002005106,0.001508758,0.0009399219,0.0006590835,0.004244885,0.0001593421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6575793,0.3340893,0.001573353,0.0005720783,0.0002335028,0.001077836,0.003947133,0.00005410352,0.0008733699],"genre_scores_gemma":[0.9735324,0.02171596,0.001178197,0.0003751483,0.0001694158,0.0008580936,0.002041294,0.00001169897,0.0001176975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602591,"threshold_uncertainty_score":0.08475405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256494061245216,"score_gpt":0.24433491239502,"score_spread":0.2317699717825678,"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."}}