{"id":"W4416192226","doi":"10.1186/s13075-025-03662-0","title":"Revisiting the link between oropharyngeal dysphagia and cancer in autoimmune myositis: a descriptive study","year":2025,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Montreal Chinese Hospital; Centre hospitalier de l'Université Laval; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Montreal Neurological Institute and Hospital; Université Laval; Centre Hospitalier de l’Université de Montréal; Hôpital Maisonneuve-Rosemont; McGill University; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Dysphagia; Cancer; Rheumatology; Oropharyngeal dysphagia; Immune system; Myopathy; Risk stratification","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":[],"consensus_categories":[],"category_scores_codex":[0.002266193,0.0002031177,0.0005339544,0.0003405736,0.0005997426,0.0001730194,0.0002228947,0.0001062895,0.000163156],"category_scores_gemma":[0.000135873,0.0001529399,0.00006770329,0.0008787157,0.0003570863,0.0001847043,0.0001911887,0.001063889,0.00001772358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913842,"about_ca_system_score_gemma":0.0003601656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105032,"about_ca_topic_score_gemma":0.0002147397,"domain_scores_codex":[0.9969204,0.0008677991,0.0004966573,0.0004409967,0.0005950831,0.00067907],"domain_scores_gemma":[0.9985793,0.0004506197,0.00005385894,0.0004668157,0.0003319175,0.0001175315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002874827,0.00003434482,0.2197236,0.00003919655,0.0001495717,0.000578068,0.005899219,8.093404e-7,0.001249994,0.0002608474,0.0002541291,0.7715228],"study_design_scores_gemma":[0.006368958,0.0005835801,0.9519222,0.001486736,0.00001821923,0.00004174646,0.005884978,0.0001272189,0.0006420568,0.0005167939,0.03223269,0.0001748669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099992,0.07097018,0.00001318505,0.01557748,0.00009445757,0.001891556,0.00001859044,0.00005715161,0.00137821],"genre_scores_gemma":[0.965155,0.03269428,0.00005279008,0.0004771292,0.0006550215,0.0004411243,0.000006146564,0.00002928893,0.000489212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7713479,"threshold_uncertainty_score":0.6236707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250678206036457,"score_gpt":0.3684310311050465,"score_spread":0.325924249044682,"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."}}