{"id":"W4317786865","doi":"10.1016/j.bbih.2023.100595","title":"Neurocognitive and psychiatric symptoms following infection with COVID-19: Evidence from laboratory and population studies","year":2023,"lang":"en","type":"article","venue":"Brain Behavior & Immunity - Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Waterloo","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Neurocognitive; Population; Anxiety; Medicine; Cognition; Clinical psychology; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00145751,0.0002807978,0.000539614,0.0004499057,0.0007936875,0.00005852314,0.00006985058,0.0001133954,0.000005888722],"category_scores_gemma":[0.003710711,0.0002526608,0.00005863256,0.001012981,0.0001450115,0.0004543888,0.0001257246,0.0004666816,0.000007750117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000406668,"about_ca_system_score_gemma":0.000748828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460916,"about_ca_topic_score_gemma":0.001558388,"domain_scores_codex":[0.9975004,0.0008656679,0.000382465,0.0004779095,0.000396032,0.0003775167],"domain_scores_gemma":[0.9960154,0.002688159,0.0002446157,0.0003958902,0.0001262315,0.0005296661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002335129,0.00009985743,0.9892734,0.000766608,0.00007352878,0.00008790254,0.003081283,0.000004406522,0.0007597018,0.00001166107,0.0003636628,0.00524447],"study_design_scores_gemma":[0.002373817,0.00146338,0.9937922,0.0007669455,0.0003338889,0.00003599493,0.0007439964,0.00002891316,0.0000251142,0.00007617926,0.0001398491,0.0002197159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816564,0.003458995,0.00008614614,0.01203137,0.0002883741,0.002013467,0.00004328297,0.0004194913,0.000002476675],"genre_scores_gemma":[0.9905642,0.001425873,0.0003278338,0.007146356,0.0001005881,0.0001945079,0.0001642759,0.0000485685,0.00002777237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305078,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05089442775656369,"score_gpt":0.4082575935427502,"score_spread":0.3573631657861865,"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."}}