{"id":"W2732047356","doi":"10.1161/circoutcomes.4.suppl_1.ap246","title":"Abstract P246: Hospital Acquired Pneumonia and Dysphagia Screening in Patients With Acute Ischemic Stroke: Findings From Get With the Guidelines-Stroke","year":2011,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Dyslipidemia; Atrial fibrillation; Internal medicine; Pneumonia; Logistic regression; Diabetes mellitus; Hospital-acquired pneumonia; Swallowing; Disease; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0010229,0.0002598124,0.000485469,0.001353852,0.0003555361,0.0007251191,0.0004051006,0.0005784081,0.00247466],"category_scores_gemma":[0.005043964,0.0002177067,0.0006844723,0.002799659,0.0001723708,0.0005574769,0.0005955995,0.0006695383,0.0004298524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386645,"about_ca_system_score_gemma":0.0007540844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072072,"about_ca_topic_score_gemma":0.01508217,"domain_scores_codex":[0.9989682,0.000245622,0.0002651629,0.0001371433,0.0002544375,0.0001293507],"domain_scores_gemma":[0.9966608,0.0005395769,0.001683901,0.0001240736,0.0004747027,0.0005169935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005139316,0.00001582925,0.9989095,0.00001265658,0.00003203637,0.00002868494,0.00001199398,0.000016696,0.00002107036,0.000003370345,0.0003320872,0.0005645918],"study_design_scores_gemma":[0.000007652529,0.00003665816,0.9995894,0.000009709269,0.00001837955,0.00008578772,0.00005341264,0.00008613465,0.00001510461,0.000006969341,0.00008901669,0.000001850468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993817,0.0003414543,0.00008029146,0.0002869004,0.00002186447,0.00003866693,0.004363011,0.000007854345,0.001042958],"genre_scores_gemma":[0.996215,0.0001382775,0.0001361485,0.0000851311,0.00003396015,0.00003183143,0.003161209,0.000003453354,0.0001950388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072072,"threshold_uncertainty_score":0.02131665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601654924727484,"score_gpt":0.3421335766650878,"score_spread":0.2819680841923394,"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."}}