{"id":"W2771117055","doi":"10.1007/s00296-017-3905-0","title":"Diagnostic outcome and indications for testing in patients with positive ANCA at a Canadian tertiary care centre","year":2017,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Medical diagnosis; Retrospective cohort study; Rheumatology; Vasculitis; Medical record; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006186754,0.0004774013,0.0004808366,0.00139773,0.002679036,0.002061978,0.001534006,0.001325366,0.004766544],"category_scores_gemma":[0.006621864,0.0004266367,0.0007104137,0.002237413,0.001280928,0.0006758438,0.0009627614,0.001433413,0.0004400524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456758,"about_ca_system_score_gemma":0.01747632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.814611,"about_ca_topic_score_gemma":0.8449507,"domain_scores_codex":[0.9975271,0.000164839,0.0001461856,0.0001880242,0.000572719,0.001401231],"domain_scores_gemma":[0.9961915,0.0004740497,0.0008213031,0.00007362257,0.001029026,0.001410491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001993503,0.00007156776,0.9959633,0.00001458659,0.00002223931,0.0009179106,0.0003792587,0.0000983853,0.0001747216,0.00008767068,0.0005917672,0.001479217],"study_design_scores_gemma":[0.00001466449,0.00009590787,0.993634,0.0000518864,0.00004560094,0.001560911,0.003482239,0.0004387288,0.00009343214,0.00008848609,0.0004641839,0.00002995981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992063,0.0005275878,0.00004530327,0.0006163904,0.0000217828,0.00002660102,0.0007197704,0.000008171493,0.005971413],"genre_scores_gemma":[0.9990355,0.0001350856,0.00005571483,0.0001554419,0.00001424458,0.000004261617,0.0003587246,0.000003523473,0.0002375037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185389,"threshold_uncertainty_score":0.3729616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007449146082974158,"score_gpt":0.2521779865732823,"score_spread":0.2447288404903082,"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."}}