{"id":"W4411415043","doi":"10.1016/j.ard.2025.06.393","title":"POS1039 SELF-EFFICACY IN IDIOPATHIC INFLAMMATORY MYOPATHIES: A CROSS-SECTIONAL STUDY FROM THE COVAD-3 DATASET","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002289371,0.000243311,0.0006203395,0.001175395,0.0008537845,0.0009127937,0.0009770446,0.0007985625,0.003698763],"category_scores_gemma":[0.005599682,0.0002805211,0.0008362868,0.002294588,0.0003262099,0.0006760471,0.002095763,0.001145104,0.001102636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006993098,"about_ca_system_score_gemma":0.0008466137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585106,"about_ca_topic_score_gemma":0.02937061,"domain_scores_codex":[0.9982564,0.0005949765,0.0003043759,0.0003025803,0.0002485978,0.000293014],"domain_scores_gemma":[0.9971796,0.0005929387,0.000965429,0.0004186943,0.0005268842,0.0003164696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002833101,0.0001470008,0.9892481,0.0002496593,0.0001386602,0.000107799,0.0008159658,0.00005400775,0.000123713,0.00008137222,0.005763918,0.002986522],"study_design_scores_gemma":[0.00002431068,0.00007293626,0.9961793,0.0001285553,0.00003697196,0.0001290049,0.001067988,0.00008750656,0.00002641931,0.00002861359,0.002208226,0.00001013139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292032,0.0008098066,0.0003055433,0.0003660123,0.00002761253,0.0002595028,0.06741506,0.00001877248,0.001594629],"genre_scores_gemma":[0.9316033,0.0004142091,0.001232522,0.0003735275,0.00004170338,0.001535183,0.06393535,0.00003240073,0.0008318621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585106,"threshold_uncertainty_score":0.03151757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827388002178681,"score_gpt":0.3363333176434005,"score_spread":0.3080594376216137,"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."}}