{"id":"W2950975041","doi":"10.1136/annrheumdis-2019-eular.6357","title":"OP0269 HPR PATTERNS OF FATIGUE AND PREDICTORS OF SIGNIFICANT IMPROVEMENT IN THE 1ST YEAR OF RA: RESULTS FROM 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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Université de Sherbrooke; Université Laval; University of Toronto; University of Calgary; McGill University; Southlake Regional Health Center; University of Manitoba; Western University; Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Cohort; Internal medicine; Depression (economics); Physical therapy; Logistic regression; Chronic fatigue; Chronic fatigue syndrome","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":[0.0007651111,0.0009363466,0.0007965057,0.001324089,0.001919305,0.001408281,0.001574539,0.00117357,0.003010399],"category_scores_gemma":[0.001528922,0.0006560879,0.001663614,0.002849983,0.0004460652,0.0006370613,0.001190353,0.001536348,0.0005352099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004584127,"about_ca_system_score_gemma":0.00606295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.893833,"about_ca_topic_score_gemma":0.9176242,"domain_scores_codex":[0.9991172,0.00005866463,0.00004168682,0.0001662021,0.0002285364,0.0003876869],"domain_scores_gemma":[0.9988217,0.00004262877,0.0002791743,0.00008544318,0.000420607,0.0003504719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002734877,0.00005664886,0.9964285,0.00002121187,0.0001952083,0.00005267194,0.000136615,0.00006971479,0.0001539729,0.00003202252,0.001230573,0.001349343],"study_design_scores_gemma":[0.000009575554,0.00002047034,0.9995025,0.000005880584,0.00003236944,0.00002762504,0.0001135723,0.00004584214,0.000007452642,0.000006047312,0.0002232041,0.000005438365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834585,0.0007390964,0.0000797893,0.0001673873,0.00003502291,0.00004937006,0.01346023,0.00001722418,0.001993431],"genre_scores_gemma":[0.9893864,0.0004543865,0.0001393002,0.0001109814,0.00002998024,0.00004339664,0.008457453,0.00001070797,0.001367398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106167,"threshold_uncertainty_score":0.2135844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975822829085077,"score_gpt":0.2772900343914023,"score_spread":0.2475318061005515,"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."}}