{"id":"W3118783020","doi":"10.1111/pde.14510","title":"Clinical characteristics and management of clinically amyopathic juvenile dermatomyositis across four academic centers","year":2021,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Juvenile dermatomyositis; Medicine; Dermatomyositis; Pathognomonic; Weakness; Retrospective cohort study; Proximal muscle weakness; Myositis; Muscle weakness; Disease; Prospective cohort study; Pediatrics; Dermatology; Surgery; Physical therapy; Internal medicine; Muscle biopsy; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000648881,0.0003119915,0.001282194,0.0001139603,0.000145814,0.00002405704,0.0001925936,0.0005784059,0.00006298853],"category_scores_gemma":[0.0002160531,0.0003189859,0.0003041413,0.0003461917,0.0003109014,0.0001164854,0.0004562236,0.0008232779,0.00008689111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002996021,"about_ca_system_score_gemma":0.0001984877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003513057,"about_ca_topic_score_gemma":0.000001366358,"domain_scores_codex":[0.9955303,0.0003214096,0.002500286,0.000609988,0.0003611717,0.0006768596],"domain_scores_gemma":[0.9976544,0.0003733461,0.000713065,0.0005631206,0.000305022,0.0003910126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001791002,0.0001522537,0.9762232,0.002062944,0.0001462566,0.01079934,0.0002025542,1.762503e-7,0.00003981841,0.0004903224,0.002820999,0.006883046],"study_design_scores_gemma":[0.004068515,0.0001179116,0.956246,0.0002132609,0.0006988092,0.02395556,0.000356674,0.0002055917,0.0002016385,0.0001417278,0.01342421,0.0003701279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927931,0.00247789,0.0006681537,0.001682281,0.001033129,0.0003624333,0.00007649465,0.0001054337,0.0008010317],"genre_scores_gemma":[0.9645427,0.02965677,0.002613876,0.002428236,0.0004581416,0.00003201961,0.0000755716,0.00004754139,0.0001451019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02825041,"threshold_uncertainty_score":0.9999262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589130861008084,"score_gpt":0.3398388129826612,"score_spread":0.3139475043725803,"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."}}