{"id":"W4413258216","doi":"10.3899/jrheum.2025-0097","title":"Utilization of Rehabilitation Services After Idiopathic Inflammatory Myopathy Diagnosis: A Retrospective Cohort Assessment in the United States","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Retrospective cohort study; Rehabilitation; Cohort; Inflammatory myopathy; Myopathy; Cohort study; Physical therapy; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108979,0.0002430736,0.0003176986,0.001214013,0.0005267365,0.0006750723,0.0005849676,0.0004232734,0.001296826],"category_scores_gemma":[0.002669988,0.0003772171,0.0005436012,0.001648872,0.0002449716,0.000634578,0.000901826,0.0005450579,0.0002515875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005246038,"about_ca_system_score_gemma":0.0006516883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710858,"about_ca_topic_score_gemma":0.02579368,"domain_scores_codex":[0.9990329,0.0002223429,0.0001584358,0.0002987337,0.0001478938,0.0001397451],"domain_scores_gemma":[0.9977236,0.0001917251,0.001493848,0.000172633,0.0002092636,0.0002089684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002385965,0.00001049083,0.9994769,0.000004764481,0.00002834674,0.00002545179,0.00002324554,0.00001061342,0.0000217501,0.000005406016,0.0001066422,0.0002626012],"study_design_scores_gemma":[0.00000421191,0.00003419506,0.9993344,0.00001314478,0.00001563754,0.0001650594,0.00014113,0.0001136814,0.00001435114,0.000006035274,0.0001561068,0.000002052514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962894,0.0004077484,0.00009555068,0.00006909055,0.000008350924,0.00002136261,0.002773493,0.000005840179,0.0003292761],"genre_scores_gemma":[0.9972667,0.0002264735,0.0001137692,0.00007058977,0.00001301581,0.00002849662,0.002172461,0.000003020259,0.0001055719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710858,"threshold_uncertainty_score":0.03401804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005950226769213654,"score_gpt":0.273427776777766,"score_spread":0.2674775500085524,"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."}}