{"id":"W3217642070","doi":"10.1186/s12883-021-02396-1","title":"Prevalence and burden of multiple sclerosis-related fatigue: a systematic literature review","year":2021,"lang":"en","type":"review","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; MEDLINE; Systematic review; Quality of life (healthcare); Epidemiology; Multiple sclerosis; Chronic fatigue syndrome; Neurochemistry; Physical therapy; Neurology; Psychiatry; Internal medicine","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":[0.01067069,0.001354634,0.008615145,0.01716553,0.0006946033,0.002285579,0.001676481,0.001960355,0.003702909],"category_scores_gemma":[0.05143594,0.001243209,0.008861378,0.01683613,0.0008347684,0.002487781,0.001815464,0.001004724,0.0002625483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004601886,"about_ca_system_score_gemma":0.01289501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100823,"about_ca_topic_score_gemma":0.02997737,"domain_scores_codex":[0.9886811,0.003311963,0.005118019,0.0008351926,0.001763093,0.0002905939],"domain_scores_gemma":[0.9573234,0.02817122,0.009634166,0.0005695247,0.003916128,0.0003855666],"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":[0.0001313308,0.00001298509,0.002912938,0.9636502,0.01226172,0.0001408404,0.0002411837,0.00009626635,0.0001013766,0.0001221724,0.001047573,0.01928135],"study_design_scores_gemma":[0.0002183723,0.0001890422,0.01527288,0.8980067,0.07697625,0.0006982293,0.0004240706,0.000124871,0.0001233696,0.0002153162,0.007705713,0.00004515805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0043733,0.9929046,0.0001776751,0.0003795028,0.00008651442,0.0005086834,0.001246513,0.00001153285,0.0003116734],"genre_scores_gemma":[0.04323224,0.9531323,0.000965027,0.000609367,0.00008809904,0.00112894,0.000726124,0.000007938485,0.0001099493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01716553,"threshold_uncertainty_score":0.05643266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454473155907968,"score_gpt":0.3699499174562463,"score_spread":0.2245026018654496,"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."}}