{"id":"W2548369253","doi":"10.3899/jrheum.160327","title":"Development, Sensibility, and Validity of a Systemic Autoimmune Rheumatic Disease Case Ascertainment Tool","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polymyositis; Dermatomyositis; Rheumatoid arthritis; Internal medicine; Medical diagnosis; Physical therapy; Myositis; Medical record; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001469993,0.0001470604,0.0006520386,0.0001052625,0.0001056513,0.000005979698,0.00009760752,0.00006502379,0.0000500694],"category_scores_gemma":[0.0004226216,0.00007243603,0.00009662549,0.00006200471,0.0002279162,0.00007979709,0.00009135465,0.0001357819,0.000009422223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008670638,"about_ca_system_score_gemma":0.0003319299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003023712,"about_ca_topic_score_gemma":0.00001417971,"domain_scores_codex":[0.9980222,0.0003371084,0.001089593,0.0000953139,0.0002499411,0.0002058487],"domain_scores_gemma":[0.9980365,0.0005462109,0.0007252516,0.0003262259,0.0002244923,0.0001413178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.004891863,0.0004268328,0.916843,0.005484997,0.001122745,0.00982971,0.01229718,0.00001377813,0.01646813,0.001949269,0.001569455,0.02910304],"study_design_scores_gemma":[0.00464049,0.0003672202,0.07827061,0.004829213,0.0004296858,0.9067755,0.001871301,0.0002922066,0.001414944,0.0005089138,0.0003840952,0.0002157748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961086,0.0009522701,0.001493707,0.0009794632,0.0001974797,0.000233174,0.00000430868,0.00001207829,0.00001889749],"genre_scores_gemma":[0.9983597,0.000930748,0.0005944465,0.0000549207,0.000005334876,0.000002573505,4.172094e-7,0.0000129064,0.0000389858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8969458,"threshold_uncertainty_score":0.2953856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853587358505491,"score_gpt":0.2571930970209631,"score_spread":0.2386572234359082,"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."}}