{"id":"W4323810113","doi":"10.1097/md.0000000000033153","title":"Risk factors for post-extubation dysphagia in ICU: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen","keywords":"Medicine; Cochrane Library; Dysphagia; Inclusion and exclusion criteria; Intensive care unit; Meta-analysis; Odds ratio; Intubation; Swallowing; Data extraction; MEDLINE; Intensive care medicine; Tracheal intubation; Emergency medicine; Internal medicine; Surgery","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":[0.005604301,0.000556048,0.01142035,0.001067314,0.0002299206,0.000008024775,0.0002945438,0.0002649542,0.00114604],"category_scores_gemma":[0.00301695,0.0002926986,0.001074022,0.001897918,0.00003889326,0.00007480374,0.0001498026,0.0005975301,0.0001315097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206788,"about_ca_system_score_gemma":0.0001306835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005911884,"about_ca_topic_score_gemma":0.0006703723,"domain_scores_codex":[0.9939372,0.001857199,0.002704973,0.0006007858,0.0004361683,0.0004636591],"domain_scores_gemma":[0.9928769,0.003962638,0.002123123,0.0007106859,0.0001891795,0.0001374745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[8.328296e-7,0.00001348326,0.00001243563,0.9006526,0.09286242,0.000002934746,0.0002598017,1.304781e-7,1.539234e-9,0.0002242702,0.005311559,0.0006595],"study_design_scores_gemma":[0.000212898,0.0000703042,0.00002492683,0.08576931,0.7884464,1.842732e-7,0.0004231713,0.0000116556,7.046877e-10,0.00004087562,0.1248123,0.0001880681],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.763058e-7,0.9776252,0.0003801564,0.001391498,0.000230452,0.01970176,0.0002523891,0.00009051151,0.0003276516],"genre_scores_gemma":[0.000003098756,0.9716946,0.00005243682,0.0007968948,0.00006502098,0.009317093,0.001377522,0.00006708011,0.01662619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8148833,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2855432611522505,"score_gpt":0.534694478666692,"score_spread":0.2491512175144415,"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."}}