{"id":"W193581554","doi":"","title":"Incidence and impact of dysphagia in patients receiving prolonged endotracheal intubation after cardiac surgery.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Dysphagia; Intubation; Perioperative; Anesthesia; Endotracheal intubation; Swallowing; Incidence (geometry); Stroke (engine); Sepsis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396575,0.0001203143,0.0003057981,0.0002080449,0.00006503354,0.000009089715,0.00006461571,0.00009034272,0.0000370938],"category_scores_gemma":[0.0003023764,0.0001045769,0.00006063086,0.000242708,0.00002019416,0.000321749,0.00005753049,0.0002278945,0.000004563405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502351,"about_ca_system_score_gemma":0.00006448972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686925,"about_ca_topic_score_gemma":0.00006614954,"domain_scores_codex":[0.9982775,0.0003456098,0.0004760102,0.0002089194,0.0002204558,0.0004715388],"domain_scores_gemma":[0.999172,0.0002530204,0.000223963,0.0001664036,0.000083384,0.0001012055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354343,0.00006631488,0.8079455,0.00004796121,0.00002311757,9.665415e-7,0.0005322141,0.000001035421,0.000003186737,0.00001665939,0.0008186631,0.1904089],"study_design_scores_gemma":[0.0004218013,0.00006782835,0.9990684,0.00004424654,0.00002045189,2.629924e-8,0.00004996963,0.00001833966,0.000009692261,0.0001445614,0.00006362644,0.00009102849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950855,0.00009074077,0.00001247623,0.0002095306,0.0002764963,0.002107748,0.000009831652,0.000028855,0.00217877],"genre_scores_gemma":[0.9981713,0.00006789213,0.00004661487,0.0001115537,0.00004415698,0.001342435,0.00002343649,0.000009238477,0.0001834029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911229,"threshold_uncertainty_score":0.4264522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377868230108991,"score_gpt":0.3316848439784898,"score_spread":0.3079061616773999,"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."}}