{"id":"W4321016102","doi":"10.1101/2023.02.15.23285972","title":"The role of serum brain injury biomarkers in individuals with a mild-to-moderate COVID infection and Long-COVID - results from the prospective population-based COVI-GAPP study","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Innovative Medicines Initiative; Universitätsspital Basel; Gobierno del Principado de Asturias","keywords":"Medicine; Glial fibrillary acidic protein; Traumatic brain injury; Coronavirus disease 2019 (COVID-19); Population; Anosmia; Internal medicine; Pathology; Gastroenterology; Disease; Psychiatry; Immunohistochemistry","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":[0.0006740713,0.0004316402,0.0004184453,0.0006728288,0.0004238207,0.0007003479,0.0003403125,0.0006015681,0.0008719151],"category_scores_gemma":[0.001177566,0.0002713649,0.0006671552,0.0007794367,0.0002723662,0.0004893951,0.0006427063,0.0005967643,0.0002307642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341722,"about_ca_system_score_gemma":0.0002249629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097636,"about_ca_topic_score_gemma":0.004010775,"domain_scores_codex":[0.9995658,0.0001126646,0.00005645558,0.0001357525,0.00006397402,0.00006534502],"domain_scores_gemma":[0.9991786,0.0000830764,0.0003428849,0.00006542805,0.00009979004,0.0002301607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316134,0.00002692338,0.9989808,0.000009242898,0.0000620374,0.00005105083,0.00004142466,0.00001378018,0.0002082859,0.000005498624,0.00003688794,0.0003322944],"study_design_scores_gemma":[0.000005281498,0.0001121494,0.9995498,0.000002507995,0.00002008371,0.00008902285,0.00009251766,0.00004113555,0.00003102028,0.000006617702,0.00004804869,0.000001881684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991354,0.000159403,0.00005431261,0.00001784425,0.000004916701,0.000009527066,0.000426352,0.000001863676,0.0001902831],"genre_scores_gemma":[0.9992411,0.00004627986,0.00004088763,0.00001937618,0.000006468862,0.00001110637,0.0005316323,9.28687e-7,0.0001023263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004097636,"threshold_uncertainty_score":0.008147597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873327348990867,"score_gpt":0.3140618353719768,"score_spread":0.2953285618820681,"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."}}