{"id":"W4391682824","doi":"10.20944/preprints202402.0544.v1","title":"Co-ultraPEALut in Subjective Cognitive Impairment Following SARS-CoV-2 Infection: An Exploratory Retrospective Study","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Medicine; Cognition; Exploratory research; Cognitive impairment; 2019-20 coronavirus outbreak; Psychology; Virology; Psychiatry; Disease; Internal medicine; Outbreak; 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":[0.0002936583,0.0002008294,0.0003308273,0.0004485851,0.0004567689,0.0003641135,0.0001751985,0.0002955102,0.001088594],"category_scores_gemma":[0.0005259384,0.0001282988,0.0003622765,0.0003760811,0.0002897219,0.0002417188,0.0002885974,0.0003201954,0.000214455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286736,"about_ca_system_score_gemma":0.0002014243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383609,"about_ca_topic_score_gemma":0.001361714,"domain_scores_codex":[0.9998571,0.00003338533,0.00001804445,0.00003672996,0.00002332193,0.00003138332],"domain_scores_gemma":[0.9996777,0.00004085898,0.0001209685,0.00003558638,0.00004218023,0.00008271201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035813,0.0005291147,0.9921361,0.00003687303,0.00007436844,0.001437202,0.0003697865,0.00002771384,0.0007561674,0.00002678814,0.00007936193,0.003490684],"study_design_scores_gemma":[0.00002973677,0.003399903,0.99169,0.00001039988,0.00006633762,0.003404504,0.0004838162,0.00006587023,0.0003044441,0.00002717736,0.0005084943,0.000009247387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993986,0.0002295016,0.00003744829,0.00000897308,0.00000246169,0.00001195831,0.00006689376,9.571468e-7,0.0002431056],"genre_scores_gemma":[0.9994986,0.0001245458,0.00003487739,0.00002110125,0.000009368628,0.000007413017,0.000129106,7.633761e-7,0.000174232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001383609,"threshold_uncertainty_score":0.003641665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165069138319329,"score_gpt":0.4910968079875944,"score_spread":0.2745898941556614,"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."}}