{"id":"W4280539860","doi":"10.1038/s41598-022-11929-8","title":"Prevalence of post-intensive care syndrome in mechanically ventilated patients with COVID-19","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Delirium; Mechanical ventilation; Intensive care unit; Anxiety; Depression (economics); Intensive care; Internal medicine; Cohort study; Pediatrics; Physical therapy; Emergency medicine; Intensive care medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005398295,0.0001680472,0.0003370889,0.000524356,0.0002042615,0.00001882971,0.0001295418,0.00004547724,0.0008017441],"category_scores_gemma":[0.00895782,0.0001517271,0.0001163581,0.0009786305,0.0003147626,0.00007876076,0.0001909326,0.0002899751,0.000005589501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735875,"about_ca_system_score_gemma":0.0009754966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008868462,"about_ca_topic_score_gemma":0.00002997942,"domain_scores_codex":[0.9971279,0.0001037956,0.0005576121,0.0007862924,0.001103676,0.000320713],"domain_scores_gemma":[0.9797977,0.00005789365,0.0004049657,0.0006637594,0.01887853,0.0001971656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001697115,0.0006659155,0.9425805,0.001610668,0.0001708371,0.02160815,0.01062978,0.0002378987,0.0131984,0.0000641864,0.007076743,0.0004598631],"study_design_scores_gemma":[0.006438035,0.006830774,0.8254486,0.001278486,0.0007279755,0.00675685,0.1308705,0.00007313207,0.01327586,0.00117178,0.006009675,0.001118389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958331,0.0001635358,0.0000294175,0.0005374731,0.001650854,0.001334935,0.00008188818,0.00004077949,0.0003280296],"genre_scores_gemma":[0.9945553,0.000001036347,0.00005778723,0.003825929,0.000002894873,0.00006755401,0.0005629168,0.00002583042,0.0009007661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202407,"threshold_uncertainty_score":0.9993901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072597148470337,"score_gpt":0.2588764065309379,"score_spread":0.2481504350462345,"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."}}