{"id":"W3129155436","doi":"10.14740/jmc3648","title":"Evolving Challenges in Diagnosis of Renal Vasculitis","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vasculitis; Anemia; Pathology; Disease; Dermatology; Internal medicine","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":[0.0167348,0.001069394,0.0024376,0.00694564,0.002214352,0.005443215,0.005367449,0.004465197,0.003133416],"category_scores_gemma":[0.04515068,0.0009774049,0.001205408,0.001627709,0.004529593,0.009404563,0.00365997,0.01227855,0.002958056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0038954,"about_ca_system_score_gemma":0.003897289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006185862,"about_ca_topic_score_gemma":0.006806955,"domain_scores_codex":[0.9891458,0.003623889,0.001722924,0.00130088,0.003210392,0.000996082],"domain_scores_gemma":[0.961787,0.0174053,0.002453773,0.001588762,0.01288362,0.003881481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003280129,0.0004079953,0.06600425,0.005350111,0.0002127007,0.03873231,0.00416897,0.002249062,0.003535542,0.02072861,0.1704015,0.6878809],"study_design_scores_gemma":[0.000124228,0.0004432221,0.03214115,0.02067111,0.0003123737,0.3889506,0.02499096,0.01005671,0.002430398,0.1153508,0.4040014,0.0005269811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0472436,0.4651387,0.04533863,0.3915211,0.01743964,0.0002461121,0.0005245865,0.001095288,0.03145246],"genre_scores_gemma":[0.3817886,0.3675582,0.09689766,0.06918264,0.07919309,0.0002492822,0.0009245324,0.0003385365,0.003867475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0167348,"threshold_uncertainty_score":0.08850312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722888269226169,"score_gpt":0.3104457436048294,"score_spread":0.2632168609125677,"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."}}