{"id":"W3131725277","doi":"10.1101/2021.02.24.21252335","title":"The neurology and neuropsychiatry of COVID-19: a systematic review and meta-analysis of the early literature reveals frequent CNS manifestations and key emerging narratives","year":2021,"lang":"en","type":"review","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Faculty of Medicine, Chulalongkorn University; Medical Research Council; Dementias Platform UK; Chulalongkorn University; Public Health England; University of Oxford; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Deutsche Forschungsgemeinschaft; UK Research and Innovation; Royal College of Physicians of Edinburgh; Wellcome Trust; Japan Agency for Medical Research and Development","keywords":"Medicine; Meta-analysis; Depression (economics); Cohort study; Anxiety; PsycINFO; Dysgeusia; Systematic review; Psychiatry; Neuropsychiatry; Internal medicine; Pediatrics; MEDLINE; Adverse effect","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973167,0.0005025684,0.006437903,0.0003270526,0.0002219555,0.00006749226,0.0003300367,0.0001868529,0.00002606218],"category_scores_gemma":[0.005670458,0.0002319159,0.001413229,0.001454896,0.000382161,0.00006935559,0.0002115907,0.000587764,3.925509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906169,"about_ca_system_score_gemma":0.0003333781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575873,"about_ca_topic_score_gemma":0.00004237808,"domain_scores_codex":[0.9929473,0.004242658,0.001539708,0.0006228823,0.0004213923,0.000226018],"domain_scores_gemma":[0.9927878,0.003720704,0.001689823,0.001324494,0.0002282571,0.0002489167],"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":[0.000005233266,0.00003058377,0.001255416,0.9505522,0.04512635,0.00009702994,0.001333374,5.97786e-7,0.000003137446,0.001390384,0.0001220041,0.00008366301],"study_design_scores_gemma":[0.0002254529,0.0001759648,0.001361582,0.05094426,0.9313371,0.000839407,0.00008627361,0.000005254831,1.378393e-7,0.0001306545,0.01464229,0.0002516808],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001309285,0.9803451,0.0000278664,0.01416187,0.00008215221,0.003898138,0.0001393523,0.00001445367,0.00002183936],"genre_scores_gemma":[0.001185658,0.9944037,0.00009126316,0.003694824,0.00002231324,0.0003367441,0.00002973812,0.0000418382,0.0001938866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.899608,"threshold_uncertainty_score":0.9457254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034682461276001,"score_gpt":0.3619278682875467,"score_spread":0.3215810436747867,"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."}}