{"id":"W3151186011","doi":"10.1007/s41999-021-00486-4","title":"Impact of COVID-19: urging a need for multi-domain assessment of COVID-19 inpatients","year":2021,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hospital Anxiety and Depression Scale; Anxiety; Activities of daily living; Physical therapy; Depression (economics); Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Logistic regression; Montreal Cognitive Assessment; Barthel index; Swallowing; Cognition; Emergency medicine; Cognitive impairment; Internal medicine; Disease; Psychiatry; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003473875,0.0005315795,0.001551378,0.0008493005,0.0001552763,0.00001601688,0.0003990807,0.0001179173,0.0009744731],"category_scores_gemma":[0.02377596,0.0004156529,0.0005348589,0.00136663,0.0003348546,0.0001167683,0.0002825734,0.000358807,0.00001278737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033501,"about_ca_system_score_gemma":0.004313283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004929175,"about_ca_topic_score_gemma":0.00001054576,"domain_scores_codex":[0.9947459,0.001125209,0.001575825,0.0008104958,0.001077397,0.0006652363],"domain_scores_gemma":[0.9928515,0.002459356,0.001096219,0.001079356,0.0005264612,0.00198711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006499257,0.004419841,0.705933,0.02576815,0.002957168,0.005976867,0.01638318,0.002108582,0.1354038,0.0008486827,0.08781233,0.005889104],"study_design_scores_gemma":[0.1897494,0.02601388,0.6935942,0.002798413,0.004197342,0.001193426,0.004316228,0.01067367,0.001399706,0.0005230535,0.06338678,0.002153932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8224458,0.001638613,0.1587316,0.008990031,0.0009443545,0.003634194,0.0002083342,0.0002286814,0.003178394],"genre_scores_gemma":[0.9720102,0.000177545,0.01929954,0.006207168,0.0008673825,0.00004877577,0.0005289208,0.0001569908,0.0007034938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832501,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037415942744629,"score_gpt":0.3932800529784776,"score_spread":0.3529058935510314,"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."}}