{"id":"W2951880153","doi":"10.1136/annrheumdis-2019-eular.6356","title":"THU0658 WHO IS AT RISK FOR PERSISTENT FATIGUE IN THE FIRST YEAR OF RA? CHARACTERISTICS OF PATIENTS WITH PERSISTENT FATIGUE IN THE FIRST YEAR BY SEX IN THE CANADIAN EARLY ARTHRITIS COHORT (CATCH)","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Université de Sherbrooke; Université Laval; Southlake Regional Health Center; University of Manitoba; Western University; University of Toronto; University of Calgary; McGill University","funders":"","keywords":"Medicine; Cohort; Logistic regression; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002857453,0.0004594287,0.0006701585,0.0008635433,0.001908902,0.001115493,0.001089712,0.0009488884,0.002857273],"category_scores_gemma":[0.0008894852,0.0004567269,0.001082243,0.002169926,0.0003984518,0.0005408875,0.0005389189,0.001477133,0.0004575754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318852,"about_ca_system_score_gemma":0.003812467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7387338,"about_ca_topic_score_gemma":0.7668251,"domain_scores_codex":[0.9994836,0.00002219053,0.00002216088,0.00009155807,0.0001154824,0.0002650549],"domain_scores_gemma":[0.9992257,0.0000256593,0.0001991576,0.00003614085,0.00017316,0.0003401586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917553,0.00003928056,0.9974469,0.00001174907,0.00007359138,0.00009266385,0.0001058939,0.00002854584,0.0002345253,0.0000243843,0.0007825712,0.0009682205],"study_design_scores_gemma":[0.000008187878,0.00003831179,0.9991035,0.000009796355,0.00002869079,0.0001149585,0.0003083183,0.00005142016,0.00001099414,0.000009739568,0.0003077742,0.000008246053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917435,0.0008340006,0.00004804652,0.0002392753,0.00004261531,0.00002627117,0.00500514,0.000009103799,0.00205211],"genre_scores_gemma":[0.995178,0.000353147,0.00005742535,0.0001781466,0.00002399094,0.0000196066,0.003282637,0.000005426508,0.0009017482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612662,"threshold_uncertainty_score":0.5256096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489606763889929,"score_gpt":0.2613319819201017,"score_spread":0.2364359142812024,"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."}}