{"id":"W3093029264","doi":"10.1038/s41398-020-01039-2","title":"A quantitative and qualitative study on the neuropsychiatric sequelae of acutely ill COVID-19 inpatients in isolation facilities","year":2020,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Medicine; Anxiety; Depression (economics); Psychiatry; Mood; Coronavirus disease 2019 (COVID-19); Psychomotor agitation; Pandemic; Dysgeusia; Internal medicine; Disease; Infectious disease (medical specialty); Adverse effect","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":[0.004911804,0.0004075315,0.000634908,0.001253954,0.003341128,0.001656167,0.0008237518,0.0006053564,0.00166326],"category_scores_gemma":[0.0104221,0.0003207716,0.0003323989,0.001121471,0.003348432,0.001703031,0.00337172,0.001010314,0.0001579876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292011,"about_ca_system_score_gemma":0.00238888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007661893,"about_ca_topic_score_gemma":0.01166624,"domain_scores_codex":[0.9957637,0.002784056,0.0001949651,0.0002061804,0.0003332457,0.0007179452],"domain_scores_gemma":[0.9919883,0.003702553,0.00165004,0.0001991776,0.001097791,0.001362259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008895349,0.00009057733,0.0813705,0.0002834152,0.00001393918,0.0008498277,0.9081357,0.00004059497,0.001476418,0.0003087594,0.0005945498,0.006746914],"study_design_scores_gemma":[0.000002290178,0.00008384081,0.02489187,0.00007051315,0.000002820776,0.0001552336,0.9731866,0.00004999397,0.0001145429,0.00005093511,0.001380012,0.0000113514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980516,0.0001801442,0.0002464979,0.0003905957,0.00001642197,0.00006837908,0.00009790676,0.000003449557,0.0009449528],"genre_scores_gemma":[0.9987935,0.0002476105,0.0002242536,0.0002081712,0.000009726977,0.00009346793,0.00006490557,0.000003201223,0.0003550589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007661893,"threshold_uncertainty_score":0.02597642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034162795624662,"score_gpt":0.4679471122665764,"score_spread":0.2645308327041102,"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."}}