{"id":"W4313220578","doi":"10.1097/01.ccm.0000906756.34761.0e","title":"255: IMPACTS OF MECHANICAL VENTILATION ON PATIENTS AND FAMILIES TWO MONTHS AFTER CRITICAL ILLNESS","year":2022,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Mechanical ventilation; Critical illness; Depression (economics); Emergency department; Cohort; Quality of life (healthcare); Pediatrics; Ventilation (architecture); Anesthesia; Critically ill; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006852454,0.0002498931,0.0003533527,0.0005750566,0.0009813318,0.0008683996,0.0003870178,0.000506039,0.002503251],"category_scores_gemma":[0.004521359,0.0001264362,0.0004810975,0.0007962768,0.0004078279,0.0007883632,0.0009645522,0.0007857966,0.0002162354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000750502,"about_ca_system_score_gemma":0.00074745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009160386,"about_ca_topic_score_gemma":0.008454252,"domain_scores_codex":[0.9992464,0.0002454665,0.00005946673,0.0001012924,0.0001260494,0.0002214296],"domain_scores_gemma":[0.9961578,0.0005618539,0.001899556,0.00006425706,0.0002571098,0.001059434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063917,0.00004803381,0.996723,0.00001690851,0.00002312883,0.0002335568,0.0003903727,0.00002468366,0.00003505974,0.00001014296,0.0001996517,0.002189157],"study_design_scores_gemma":[0.000002562428,0.0001165487,0.9983462,0.00002310754,0.000008738188,0.0002894775,0.001014461,0.00002505395,0.00002047331,0.00001466684,0.0001341138,0.000004543301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983577,0.0003958666,0.00001792912,0.0002312567,0.00001593974,0.000007012291,0.0003956315,0.000001544024,0.0005771117],"genre_scores_gemma":[0.9994574,0.0001640253,0.00002021682,0.00004260854,0.00001616136,0.000009655137,0.0002028464,8.646126e-7,0.00008619788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009160386,"threshold_uncertainty_score":0.01821417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510765519073293,"score_gpt":0.3214438214609855,"score_spread":0.3063361662702526,"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."}}