{"id":"W3027450625","doi":"10.1007/s00134-020-06126-y","title":"Interventions for oropharyngeal dysphagia in acute and critical care: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University; Queen's University; Health and Social Care Research and Development Division; Public Health Agency; Queen's University Belfast; Menzies Centre for Australian Studies, King's College London, University of London","keywords":"Medicine; Swallowing; Meta-analysis; Dysphagia; Intensive care; Aspiration pneumonia; Randomized controlled trial; Psychological intervention; Stroke (engine); Oropharyngeal dysphagia; Relative risk; Strictly standardized mean difference; Anesthesiology; MEDLINE; Physical therapy; Pneumonia; Intensive care medicine; Internal medicine; Confidence interval; Surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008116948,0.000670563,0.01386867,0.0006194788,0.0002070967,0.00001650386,0.0002969973,0.0002721503,0.0004567138],"category_scores_gemma":[0.005730473,0.0004088144,0.001759103,0.0008739603,0.0002093032,0.00008474544,0.0004272572,0.0008945483,0.0000254087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145091,"about_ca_system_score_gemma":0.0001889507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000708102,"about_ca_topic_score_gemma":0.0002149991,"domain_scores_codex":[0.9945272,0.00126813,0.002515344,0.0008602968,0.0003402346,0.0004888105],"domain_scores_gemma":[0.993198,0.002308517,0.0007794948,0.0005610789,0.002849815,0.0003031221],"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":[0.000004624207,0.000005978278,0.000002506554,0.9235888,0.0647684,0.0001148896,0.001709165,5.023153e-9,9.274217e-9,0.0006658039,0.007669316,0.001470556],"study_design_scores_gemma":[0.0003948715,0.0002236617,0.000001609005,0.2017492,0.7102755,0.000007719499,0.01145774,0.000001642196,4.557449e-9,0.00001894727,0.07564795,0.0002212049],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.783777e-8,0.9751742,0.0005645622,0.01043565,0.0003719055,0.0126716,0.0004874333,0.0000488211,0.0002457081],"genre_scores_gemma":[0.00004840002,0.9787093,0.0001674084,0.01170212,0.00008989801,0.007529531,0.0007848719,0.00006354681,0.0009049249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7218395,"threshold_uncertainty_score":0.9998364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086774731118571,"score_gpt":0.5402821515928239,"score_spread":0.3316046784809668,"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."}}