{"id":"W4291186556","doi":"10.1136/annrheumdis-2022-eular.4599","title":"OP0161 TREATMENT PATTERNS OF IDIOPATHIC INFLAMMATORY MYOPATHIES: RESULTS FROM AN INTERNATIONAL COHORT OF OVER 1,400 PATIENTS","year":2022,"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":false,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Polymyositis; Hydroxychloroquine; Internal medicine; Dermatomyositis; Azathioprine; Antisynthetase syndrome; Myositis; Leflunomide; Cohort; Interstitial lung disease; Gastroenterology; Methotrexate; Disease","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":[0.00040221,0.0003871211,0.0004239102,0.0009384973,0.0004916197,0.0007585998,0.0003266313,0.0004282691,0.001658353],"category_scores_gemma":[0.001196723,0.0002774177,0.0005681937,0.001733176,0.0002925296,0.0006852366,0.0005511748,0.0004230836,0.0003531621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230026,"about_ca_system_score_gemma":0.0002829214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680932,"about_ca_topic_score_gemma":0.005813529,"domain_scores_codex":[0.9994782,0.0000951011,0.00006055328,0.0001700536,0.00008692422,0.0001091571],"domain_scores_gemma":[0.9991215,0.0001111766,0.0004889067,0.00004632514,0.00007902343,0.0001531174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652619,0.00005447907,0.9972427,0.00001153298,0.000079669,0.00009444169,0.0001035505,0.00003284075,0.0003977375,0.000008215482,0.00009668371,0.001613011],"study_design_scores_gemma":[0.00001121643,0.00009296683,0.9992557,0.000004103234,0.00003101267,0.0002193783,0.0001970914,0.00003451395,0.00002831505,0.000004974568,0.0001178527,0.000002898689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985763,0.0002482491,0.00003931596,0.00002538783,0.000003665163,0.000006861244,0.0005607015,0.000001925908,0.0005375457],"genre_scores_gemma":[0.998235,0.0002448295,0.00005169265,0.00004836244,0.00001093255,0.00001109387,0.001132008,0.000004315775,0.0002618219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004680932,"threshold_uncertainty_score":0.009307384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867597007567997,"score_gpt":0.2841472436865274,"score_spread":0.2654712736108475,"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."}}