{"id":"W1982127672","doi":"10.1378/chest.09-1823","title":"The Incidence of Dysphagia Following Endotracheal Intubation","year":2010,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":381,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Dysphagia; Medicine; Intubation; Swallowing; Incidence (geometry); Inclusion and exclusion criteria; Endotracheal intubation; Intensive care medicine; Anesthesia; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008402603,0.0002391049,0.0009414476,0.000102005,0.000237582,0.00004940182,0.0002750026,0.0003015238,0.00005192045],"category_scores_gemma":[0.0005170513,0.0001316069,0.0007782518,0.0002055466,0.0001090219,0.00009121963,0.00003325882,0.002127461,0.00002832135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007645745,"about_ca_system_score_gemma":0.0007555467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005839959,"about_ca_topic_score_gemma":0.000008919046,"domain_scores_codex":[0.9982762,0.00008304254,0.0008137857,0.0001534722,0.0004016484,0.0002718218],"domain_scores_gemma":[0.9984955,0.0003045734,0.0006609028,0.0002520235,0.0001009814,0.0001860869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007150657,0.0000402858,0.00007467625,0.003063505,0.0001167874,0.00002803382,0.00006566007,1.069724e-7,0.000009778138,0.00004314026,0.000165537,0.9963853],"study_design_scores_gemma":[0.0003124845,0.0001883491,0.000324823,0.006737975,0.001005144,0.0008950563,0.00005479086,0.000003281602,0.00001096675,0.0001281303,0.9902146,0.0001243356],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003881867,0.9968669,0.00009413454,0.0002785152,0.0009082209,0.0002983098,0.000002823276,0.00001478486,0.001148083],"genre_scores_gemma":[0.001156148,0.9973558,0.0004301067,0.00002184447,0.0006011548,0.00001268037,0.000012912,0.00003399385,0.0003753661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.996261,"threshold_uncertainty_score":0.9242876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497478948974964,"score_gpt":0.3475246072604579,"score_spread":0.3125498177707082,"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."}}