{"id":"W4391610574","doi":"10.1002/mus.28050","title":"Positive predictive value of myositis antibody line blot testing in patients with suspected idiopathic inflammatory myopathy","year":2024,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Myositis; Medicine; Context (archaeology); Inflammatory myopathy; Antibody; Internal medicine; Myopathy; Gastroenterology; Clinical significance; Pathology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001220944,0.0005102358,0.0003719511,0.001651209,0.0003762315,0.0008915811,0.0007121962,0.001062852,0.002838818],"category_scores_gemma":[0.01307978,0.0003121964,0.0003838948,0.0006774721,0.0005641714,0.0008720348,0.0005374298,0.0009716479,0.0006752808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282899,"about_ca_system_score_gemma":0.000284311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249545,"about_ca_topic_score_gemma":0.001069629,"domain_scores_codex":[0.9989821,0.0003204584,0.000123937,0.0001360798,0.000293478,0.0001439175],"domain_scores_gemma":[0.990431,0.005490976,0.002316272,0.0002065952,0.0006886192,0.000866614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271693,0.00001991929,0.9974194,0.000009231426,0.00000930099,0.0003548519,0.00002257798,0.00009096981,0.0001807554,0.00001150632,0.0001130933,0.001641278],"study_design_scores_gemma":[0.00001506809,0.0002263454,0.989131,0.00004903749,0.0000523506,0.006462723,0.0002430359,0.00283853,0.000568677,0.00008508165,0.0003174584,0.00001070521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951862,0.001476459,0.0003519345,0.0002877563,0.00004897998,0.00001313307,0.0002008526,0.00003711234,0.002397617],"genre_scores_gemma":[0.9994472,0.0001196221,0.0001693487,0.00004677475,0.0000374339,0.000005102775,0.0001078561,0.000002468581,0.00006423112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002838818,"threshold_uncertainty_score":0.009496808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006396448284606295,"score_gpt":0.2304012919480699,"score_spread":0.2240048436634636,"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."}}