{"id":"W4280572832","doi":"10.1176/appi.neuropsych.21080209","title":"Neuropsychiatry’s Role in the Postacute Sequelae of COVID-19: Report From the American Neuropsychiatric Association Committee on Research","year":2022,"lang":"en","type":"article","venue":"Journal of Neuropsychiatry","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Neuropsychiatry; Coronavirus disease 2019 (COVID-19); Etiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Association (psychology); Psychiatry; Medicine; Disease; Psychology; Intensive care medicine; Psychotherapist; Pathology; Infectious disease (medical specialty); Outbreak","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008115838,0.0003952196,0.000921397,0.0009769825,0.0007441908,0.0001082587,0.001821234,0.00008913177,0.0001258001],"category_scores_gemma":[0.006597398,0.0002604143,0.0006594953,0.003177984,0.0002752151,0.0001744564,0.0003403663,0.004875147,0.00001819872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007055402,"about_ca_system_score_gemma":0.002454061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255083,"about_ca_topic_score_gemma":0.0001592115,"domain_scores_codex":[0.9855927,0.00709923,0.001844066,0.0006067024,0.004140797,0.0007164633],"domain_scores_gemma":[0.9867588,0.007344126,0.003335161,0.001675618,0.000440649,0.0004455998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004449708,0.001739022,0.721688,0.00009268256,0.0002283699,0.003483501,0.001394678,0.001058819,0.00209383,0.0002333362,0.2629532,0.0005848779],"study_design_scores_gemma":[0.003818881,0.007342177,0.8765269,0.00006839654,0.00033817,0.004470956,0.003073613,0.0001165597,0.00001365442,0.002607485,0.1013696,0.0002536389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783237,0.0007014119,0.00001523467,0.2111418,0.002822802,0.0008916093,0.00008832669,0.00003194153,0.001069847],"genre_scores_gemma":[0.9386866,0.0002323428,0.0003427968,0.05867981,0.001729534,0.00003289629,0.00002714369,0.0001046009,0.0001642557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615837,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779708323603058,"score_gpt":0.3630585871787838,"score_spread":0.3352615039427532,"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."}}