{"id":"W3015785640","doi":"10.1097/cpt.0000000000000136","title":"CARDIOPULMONARY EXERCISE TEST PERFORMANCE IN MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME: SYSTEMATIC REVIEW AND META-ANALYSIS","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (University of the Pacific)","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic fatigue syndrome; Meta-analysis; Medicine; Encephalomyelitis; Test (biology); Physical therapy; Physical medicine and rehabilitation; Psychology; Multiple sclerosis; Psychiatry; Internal medicine","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":[0.01154146,0.002208208,0.01607129,0.004819699,0.0006022726,0.002772901,0.002030111,0.00221305,0.003551456],"category_scores_gemma":[0.03203682,0.001140936,0.02537196,0.006947308,0.0007045279,0.001608214,0.001252997,0.001437254,0.0002489639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700786,"about_ca_system_score_gemma":0.003913234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023596,"about_ca_topic_score_gemma":0.01740718,"domain_scores_codex":[0.9927076,0.003357919,0.00201868,0.0008234033,0.0008188368,0.0002737309],"domain_scores_gemma":[0.9809974,0.01417042,0.002943038,0.0004098907,0.001273525,0.000205784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001501687,0.00003324664,0.004895896,0.5719752,0.4093314,0.0001159437,0.00009352588,0.0004262403,0.0001592292,0.0001035798,0.0005440016,0.01081999],"study_design_scores_gemma":[0.0007323358,0.0003477484,0.007952103,0.05519814,0.9335765,0.0001266069,0.0000662443,0.0001862306,0.0001177773,0.0001327911,0.001535801,0.00002773027],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005960325,0.9925041,0.000291945,0.0001456666,0.0001109021,0.0002943708,0.0004544378,0.00001664868,0.0002216159],"genre_scores_gemma":[0.2113633,0.7825508,0.001901225,0.0008134174,0.0002603758,0.001946911,0.0008075012,0.00002241987,0.0003339937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01607129,"threshold_uncertainty_score":0.06103778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668476484442508,"score_gpt":0.2492100116390672,"score_spread":0.2025252467946421,"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."}}