{"id":"W4400007649","doi":"10.1038/s41562-024-01895-8","title":"Short- and long-term neuropsychiatric outcomes in long COVID in South Korea and Japan","year":2024,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Korea Health Industry Development Institute; National Research Foundation of Korea; Ministry of Food and Drug Safety","keywords":"Coronavirus disease 2019 (COVID-19); Term (time); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; MEDLINE; Medicine; Long-term care; Gerontology; Psychology; Psychiatry; Virology; Political science; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003607261,0.0003818432,0.0005757905,0.001027171,0.00007724623,0.0001497239,0.0001615862,0.000513696,0.00005241754],"category_scores_gemma":[0.0001699459,0.0003213447,0.0001046222,0.0004605275,0.0001299729,0.0001917874,0.0001413093,0.001852622,0.000008217603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150363,"about_ca_system_score_gemma":0.0001000312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004969117,"about_ca_topic_score_gemma":0.0008155625,"domain_scores_codex":[0.9978918,0.00009481542,0.0004092512,0.0007687462,0.0003971157,0.0004381991],"domain_scores_gemma":[0.9989733,0.0002137535,0.00004634866,0.0004177952,0.00003114598,0.0003176272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006316178,0.0001561628,0.9930003,0.0007363115,0.00002318299,0.003002574,0.00101264,5.54198e-7,0.000268042,0.0002213256,0.0001207422,0.001394977],"study_design_scores_gemma":[0.001859004,0.0002541535,0.9965392,0.0004289928,0.0002070378,0.0002314483,0.00003714467,0.000014776,0.00002570351,0.00007618386,0.00002639035,0.0003000039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894398,0.007345116,0.000004914629,0.001477897,0.0004162889,0.001023757,0.00002157538,0.0001775029,0.00009313881],"genre_scores_gemma":[0.9977111,0.00004885942,0.00004396109,0.0013787,0.0001734772,0.00003686874,0.00006424962,0.00007808903,0.0004647085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008271276,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339711531898172,"score_gpt":0.3299147915095113,"score_spread":0.3165176761905295,"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."}}