{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06383694,0.000885318,0.001849178,0.008145081,0.0007444932,0.002398018,0.001916643,0.001298332,0.002177923],"category_scores_gemma":[0.1456789,0.0007986485,0.002549395,0.003820698,0.0009820833,0.002458723,0.003475585,0.001227565,0.000569398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233403,"about_ca_system_score_gemma":0.002542943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009559027,"about_ca_topic_score_gemma":0.001301312,"domain_scores_codex":[0.9504177,0.02764791,0.009115663,0.002475648,0.009380259,0.0009628109],"domain_scores_gemma":[0.808736,0.1374681,0.02052221,0.006229852,0.02541728,0.00162661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007673881,0.0008384198,0.867626,0.0007546361,0.0005859807,0.0001922611,0.001823252,0.00178932,0.001195753,0.001011688,0.00184076,0.1215746],"study_design_scores_gemma":[0.00063909,0.00319428,0.9570025,0.001047858,0.0005496359,0.00121764,0.001891746,0.02262808,0.002380413,0.002168551,0.007075087,0.0002052167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9105328,0.001304756,0.0638015,0.001006407,0.0002737302,0.0101843,0.003805099,0.0004988168,0.008592678],"genre_scores_gemma":[0.8625836,0.0005159745,0.1233649,0.0002246503,0.0001131958,0.009333202,0.003141729,0.00003419276,0.0006885531],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06383694,"threshold_uncertainty_score":0.3376061,"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."}}