{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004140555,0.0001555582,0.0002501834,0.0006901047,0.0002541365,0.0005145106,0.0002107884,0.0003839977,0.000943827],"category_scores_gemma":[0.004286789,0.0001850326,0.0003673904,0.000775234,0.0002723669,0.0003217738,0.0002930351,0.0003416123,0.00008919848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144146,"about_ca_system_score_gemma":0.0005290769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006150925,"about_ca_topic_score_gemma":0.008040224,"domain_scores_codex":[0.9996827,0.00006040122,0.00006396265,0.00004782086,0.00008731102,0.00005779393],"domain_scores_gemma":[0.9968575,0.0006832186,0.001922995,0.00006806591,0.0001914681,0.0002767667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007051279,0.000005904537,0.9982256,0.00002287412,0.0000224479,0.0002638769,0.00002817161,0.00003181387,0.00006530552,0.00000572556,0.00004240969,0.001215406],"study_design_scores_gemma":[0.000002329776,0.00006377829,0.9985415,0.00001175044,0.00002139161,0.001122738,0.00005960732,0.00008803797,0.00002176181,0.000004480553,0.00006045229,0.000002148274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984328,0.001137465,0.00002946698,0.00004370248,0.000003756872,0.000003603626,0.0001634821,0.00000177659,0.0001838549],"genre_scores_gemma":[0.9995665,0.000228908,0.0000327501,0.000008885067,0.00000644233,0.000002373774,0.0001324345,3.960994e-7,0.00002131634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006150925,"threshold_uncertainty_score":0.01223028,"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."}}