{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007941732,0.000248734,0.0002356426,0.0009987701,0.000838437,0.0005722339,0.0004457089,0.0003313772,0.001275021],"category_scores_gemma":[0.003014698,0.0001692869,0.0001605497,0.001674061,0.0004571666,0.0003226499,0.0006624493,0.0002887584,0.0001397101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726783,"about_ca_system_score_gemma":0.001554271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350849,"about_ca_topic_score_gemma":0.01518625,"domain_scores_codex":[0.9989288,0.000224982,0.000168367,0.0002026164,0.0002088477,0.0002662934],"domain_scores_gemma":[0.99639,0.0003428599,0.002119069,0.00006770912,0.0003725775,0.0007077362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004996551,0.00005050211,0.9933287,0.00002606704,0.0000140481,0.0008348618,0.0004246779,0.0001083325,0.0003805122,0.00002915219,0.0002995673,0.004453677],"study_design_scores_gemma":[0.000007157404,0.0001082748,0.9945725,0.00002890539,0.00001140578,0.003137263,0.001452726,0.0001133978,0.0001360066,0.00001835133,0.000408787,0.000005192964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988004,0.000475015,0.00005539257,0.00007011077,0.000003047722,0.00001658664,0.0001049628,0.000005779622,0.0004686949],"genre_scores_gemma":[0.999469,0.000194187,0.0001122538,0.00003457513,0.000005917058,0.000009284175,0.0001187407,0.000001915671,0.00005414851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008350849,"threshold_uncertainty_score":0.01660448,"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."}}