{"id":"W4388195689","doi":"10.21203/rs.3.rs-2046720/v2","title":"Mental health and cognitive outcomes in patients six months after testing positive compared with matched patients testing negative for COVID-19 in a non-hospitalized sample: A retrospective cohort study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa; Ottawa Hospital","funders":"H. Lundbeck A/S","keywords":"Medicine; Mental health; Depression (economics); Cognition; Anxiety; Logistic regression; Cohort study; Population; Cohort; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Clinical psychology; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004950249,0.0003330714,0.0004986278,0.0009419777,0.0009860909,0.0007823395,0.0004789129,0.0005568882,0.001662505],"category_scores_gemma":[0.001927629,0.0004336379,0.0006734305,0.001240922,0.0004149796,0.0006868698,0.0006498617,0.0006580615,0.0002822843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008070727,"about_ca_system_score_gemma":0.0005917543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02487176,"about_ca_topic_score_gemma":0.02683915,"domain_scores_codex":[0.9994265,0.00009307596,0.00006908004,0.0001436604,0.0001183954,0.000149256],"domain_scores_gemma":[0.9986784,0.0001271859,0.0006883628,0.00007858415,0.000136661,0.000290814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129897,0.00003510933,0.9994569,0.000004893086,0.00002543793,0.0000533038,0.00007052991,0.000004147752,0.00005985916,0.000002282762,0.00002317429,0.0001513177],"study_design_scores_gemma":[0.00001163322,0.0002126382,0.9992429,0.000004931027,0.00001898539,0.0001266766,0.000291071,0.00002816556,0.00001620223,0.000004976915,0.00003922933,0.000002636166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995976,0.00005711678,0.00001329047,0.00001086363,0.000003054582,0.0000115788,0.0001926732,5.442253e-7,0.0001133018],"genre_scores_gemma":[0.9995424,0.00004545837,0.00002142249,0.00002113372,0.000007170799,0.00001429174,0.000274913,7.150609e-7,0.00007259255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02487176,"threshold_uncertainty_score":0.04945397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05353803397603477,"score_gpt":0.4191790868814336,"score_spread":0.3656410529053988,"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."}}