{"id":"W4221095247","doi":"10.1097/cce.0000000000000673","title":"Six-Month Impairment in Cognition, Mental Health, and Physical Function Following COVID-19–Associated Respiratory Failure","year":2022,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory failure; Mechanical ventilation; Ventilation (architecture); Respiratory system; Mental health; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.0003875524,0.0001924004,0.0003498594,0.0002297475,0.0009685137,0.00005625651,0.00006722403,0.00006680824,0.00009039134],"category_scores_gemma":[0.003044874,0.000210452,0.0001378498,0.0004599009,0.0001287397,0.0003259201,0.0001216159,0.0004524497,0.00001189818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592745,"about_ca_system_score_gemma":0.001138683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004989356,"about_ca_topic_score_gemma":0.0003057463,"domain_scores_codex":[0.997744,0.0005063254,0.0003414164,0.0004417499,0.0005873081,0.0003791527],"domain_scores_gemma":[0.9981844,0.0007037431,0.00005091324,0.0002217099,0.0001163853,0.0007228045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006824149,0.01803425,0.2304679,0.009143163,0.001153422,0.003733923,0.3374774,0.001228307,0.02232203,0.06322784,0.2993696,0.007018026],"study_design_scores_gemma":[0.06777339,0.05009269,0.0575528,0.001531443,0.002090631,0.0002436562,0.6166043,0.004356695,0.0007818179,0.02780338,0.1675274,0.003641783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881587,0.001537994,0.001270043,0.1114039,0.0006854554,0.002499054,0.000362932,0.0003823028,0.0002712597],"genre_scores_gemma":[0.9770427,0.000003666019,0.0001030312,0.02067939,0.0001631702,0.0008000617,0.001159306,0.00003283204,0.00001585883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791269,"threshold_uncertainty_score":0.8581984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170614153959037,"score_gpt":0.3551831917688053,"score_spread":0.3234770502292149,"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."}}