{"id":"W4410157899","doi":"10.1164/ajrccm.2025.211.abstracts.a1181","title":"CANCOV-Canadian Prospective Cohort of 5-year Outcomes in Critically Ill Patients With COVID-19 Critical Illness and Family Caregivers – Long Term Functional Outcomes After Protective Mechanical Ventilation","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Critically ill; Critical illness; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Prospective cohort study; Cohort study; Intensive care; Term (time); Virology; Internal medicine; Disease; Infectious disease (medical specialty); Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636026,0.0006265258,0.0005168993,0.001085055,0.002033989,0.0009653801,0.0010348,0.0005542791,0.003112257],"category_scores_gemma":[0.001380826,0.0003328971,0.0007963777,0.002118332,0.0004463868,0.0004423641,0.0009724217,0.0008434336,0.0003431547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006268112,"about_ca_system_score_gemma":0.007499301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.874293,"about_ca_topic_score_gemma":0.8959641,"domain_scores_codex":[0.9993982,0.00004364906,0.00003178339,0.0001541002,0.0001481105,0.0002241661],"domain_scores_gemma":[0.999134,0.00002771342,0.0002264054,0.0000517434,0.0002930256,0.0002671376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001869244,0.00003425227,0.9980902,0.00001583412,0.00006161693,0.00005766644,0.0001032094,0.00004051753,0.0001510768,0.00003607658,0.0004657084,0.0007568676],"study_design_scores_gemma":[0.00001547353,0.00004914436,0.9990242,0.00001331185,0.00002742131,0.00006287715,0.0002922539,0.0001242976,0.00002692819,0.00001396939,0.0003437777,0.000006352021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937935,0.0002962358,0.00006239465,0.00009322273,0.00001196964,0.00004278219,0.004746425,0.000004691176,0.0009487709],"genre_scores_gemma":[0.9963979,0.0001462228,0.00008133554,0.0000491123,0.000009119131,0.00002904102,0.002905742,0.000002449169,0.0003789999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125707,"threshold_uncertainty_score":0.2528945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008985244176642274,"score_gpt":0.2923801307198667,"score_spread":0.2833948865432244,"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."}}