{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006993321,0.000241539,0.002216193,0.0002679152,0.0002555892,0.00004474401,0.000664557,0.0001179655,0.0004096593],"category_scores_gemma":[0.0001889089,0.0001903197,0.0009255402,0.00225057,0.0003156424,0.0005796637,0.0003713717,0.0007550759,0.00004349885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814335,"about_ca_system_score_gemma":0.000216366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001663393,"about_ca_topic_score_gemma":0.00001900839,"domain_scores_codex":[0.997865,0.0003602618,0.0003755414,0.0004245011,0.0006345995,0.0003401412],"domain_scores_gemma":[0.9982458,0.00014772,0.0002084182,0.0009689397,0.0001657521,0.0002634022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008112709,0.0002793874,0.06047749,0.8925921,0.04213324,0.0007244641,0.002443249,0.0001028976,0.0004173973,0.000103645,0.0005778918,0.00006707287],"study_design_scores_gemma":[0.001932143,0.001103317,0.2832767,0.03063769,0.6730092,0.0007227037,0.00549406,0.002854437,0.00005309507,0.00003365955,0.00009090683,0.0007920603],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4623823,0.4775905,0.0002032109,0.04488761,0.0000599826,0.008554031,0.0004494522,0.0001841611,0.005688692],"genre_scores_gemma":[0.9935029,0.005029862,0.0001531375,0.00002280561,0.000002018621,0.000007776925,0.00001837596,0.00001535305,0.00124784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8619545,"threshold_uncertainty_score":0.7761014,"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."}}