{"id":"W4220722041","doi":"10.1017/s147895152200027x","title":"Prolonged mechanical ventilation and caregiver strain: Home vs. long-term care facility","year":2022,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Palliative care; Resilience (materials science); Mechanical ventilator; Caregiver stress; Older people; Family caregivers; Psychological resilience","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001555666,0.000419901,0.0006136663,0.0002183987,0.0004401333,0.00003105307,0.0001484637,0.0001331081,0.001297726],"category_scores_gemma":[0.00111728,0.0004333593,0.0002791798,0.0003377801,0.0002967327,0.0001346344,0.0003056826,0.0007832441,0.00002902339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009317151,"about_ca_system_score_gemma":0.0003782602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003088549,"about_ca_topic_score_gemma":0.0001110277,"domain_scores_codex":[0.9970617,0.0003167777,0.0004254669,0.0008940291,0.0007640187,0.0005380402],"domain_scores_gemma":[0.9892178,0.0001149919,0.0002441453,0.000342318,0.009818369,0.000262342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003236984,0.0002121186,0.8610106,0.001502525,0.0005490655,0.001177598,0.1143201,0.000008845991,0.00308418,0.0002224853,0.001219298,0.01345619],"study_design_scores_gemma":[0.002621675,0.001682141,0.7576838,0.0001190984,0.0003453215,0.00002715626,0.233721,0.00001191559,0.002773812,0.0000504643,0.0005333055,0.0004303312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882184,0.00182887,0.0007243253,0.00094688,0.0003905104,0.002308193,0.004566915,0.0001340447,0.0008818466],"genre_scores_gemma":[0.9890755,0.0000419237,0.00005214012,0.00364164,0.00006342054,0.0003714363,0.006543354,0.00004652248,0.0001640385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194009,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939684382498167,"score_gpt":0.2904723896661947,"score_spread":0.271075545841213,"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."}}