{"id":"W4206562850","doi":"10.1007/s40520-021-02042-3","title":"Premorbid vulnerability and disease severity impact on Long-COVID cognitive impairment","year":2022,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Cognition; Severity of illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pediatrics; Cognitive impairment; Internal medicine; Psychiatry; Infectious disease (medical specialty)","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":[0.0006937006,0.0006620507,0.0004605704,0.0007501295,0.0006805965,0.001050094,0.0004526408,0.000612488,0.002749619],"category_scores_gemma":[0.002514994,0.0002014036,0.0005311752,0.0005729246,0.000473399,0.0007966506,0.0008843084,0.0009778515,0.0002451081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005312795,"about_ca_system_score_gemma":0.0007438876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009280943,"about_ca_topic_score_gemma":0.01433918,"domain_scores_codex":[0.99971,0.00004702879,0.00003004391,0.00005761935,0.00005422204,0.0001010092],"domain_scores_gemma":[0.9983,0.0001811052,0.0006740963,0.0001600997,0.0001635435,0.0005212054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007036433,0.001447745,0.977221,0.00004784806,0.0003655051,0.000355867,0.0002395784,0.0001530043,0.001865555,0.0001723936,0.0002799615,0.01081505],"study_design_scores_gemma":[0.000009095934,0.0002812398,0.9993348,0.000003111491,0.00002588708,0.00006536673,0.00005316828,0.00003897056,0.00007214506,0.00005343261,0.00005895057,0.000003906624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984962,0.0003897659,0.0000197271,0.0000389814,0.000007890136,0.000005427825,0.0002076641,0.000003587573,0.0008308049],"genre_scores_gemma":[0.998907,0.0001231825,0.00003025571,0.00001571993,0.00001152785,0.000005607472,0.0003119401,0.000001678359,0.0005930129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009280943,"threshold_uncertainty_score":0.01845384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09747805124626525,"score_gpt":0.5207289902273439,"score_spread":0.4232509389810786,"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."}}