{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004409804,0.0003900798,0.0006933297,0.0004853009,0.0001030428,0.00005598195,0.0001402888,0.0002063316,0.00003026367],"category_scores_gemma":[0.0002108676,0.0003349167,0.0001411399,0.001048576,0.0001794085,0.0003424138,0.0001137879,0.0006281635,0.00002518493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334896,"about_ca_system_score_gemma":0.0003701901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270473,"about_ca_topic_score_gemma":0.00002039988,"domain_scores_codex":[0.9972082,0.0001824344,0.0008166701,0.0005892004,0.0006637419,0.0005397801],"domain_scores_gemma":[0.9984031,0.0001935885,0.0002060099,0.0004245481,0.0005759479,0.0001968332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164707,0.0007678894,0.9475438,0.002102176,0.0003224206,0.006511472,0.005698193,0.0004602436,0.02503356,0.001948049,0.0001154393,0.007849667],"study_design_scores_gemma":[0.003064521,0.002262521,0.9754853,0.005528127,0.0002001066,0.000116901,0.0002539189,0.006994157,0.005589848,0.00008721872,0.00006446039,0.0003528698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951899,0.0009668423,0.0002713159,0.0001432229,0.000282779,0.000975614,0.0001409222,0.0002963436,0.001733031],"genre_scores_gemma":[0.9987617,0.0000155624,0.0004633082,0.0001324338,0.0002812334,0.00004249854,0.0001659717,0.00009884506,0.00003851538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02794153,"threshold_uncertainty_score":0.9999103,"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."}}