{"id":"W4410221590","doi":"10.1016/j.arrct.2025.100461","title":"Cognitive and Psychological Symptoms in Post-COVID-19 Condition: A Systematic Review of Structural and Functional Neuroimaging, Neurophysiology, and Intervention Studies","year":2025,"lang":"en","type":"review","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Neuroimaging; Functional neuroimaging; Intervention (counseling); Neurophysiology; Cognition; Psychology; Coronavirus disease 2019 (COVID-19); Neuroscience; Psychotherapist; Medicine; Psychiatry; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002115167,0.0002411214,0.002046049,0.0006035056,0.00008070961,0.00001525192,0.00006466042,0.0001464652,0.000008255099],"category_scores_gemma":[0.03365343,0.0001745244,0.000285905,0.0003161085,0.002596935,0.0001212614,0.0000898138,0.0006221643,3.354006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001923637,"about_ca_system_score_gemma":0.0001769504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000130437,"about_ca_topic_score_gemma":0.000009006838,"domain_scores_codex":[0.993324,0.003911774,0.001599065,0.0006630186,0.0003272576,0.0001748398],"domain_scores_gemma":[0.9363002,0.06262256,0.0004049845,0.0002002838,0.0002734187,0.0001986223],"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":[0.0005405654,0.0001510856,0.002169609,0.844301,0.0002434174,0.000006316257,0.0002210602,7.40765e-8,0.000004413193,0.0003822513,0.000005818806,0.1519744],"study_design_scores_gemma":[0.00476971,0.01023981,0.1352725,0.8364099,0.00186423,0.00008625121,0.0004379597,0.00009326969,1.891119e-7,0.01044892,0.0001597964,0.0002174708],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03749891,0.9555188,0.00008187789,0.001911325,0.00004850498,0.00481588,0.00008666739,0.00001322417,0.00002478267],"genre_scores_gemma":[0.02898641,0.9699075,0.0003700734,0.0002421904,0.00002383817,0.0002243033,0.0002217866,0.00001128547,0.00001263096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1517569,"threshold_uncertainty_score":0.9744865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549826489550623,"score_gpt":0.5462624192938511,"score_spread":0.3912797703387888,"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."}}