{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476802,0.0002997253,0.0006197115,0.00009918755,0.0005144944,0.00004717196,0.0001669623,0.000156063,0.0000541346],"category_scores_gemma":[0.00006736645,0.0001932974,0.0001776973,0.0001393379,0.0001215607,0.0004674178,0.0001435631,0.0002989971,0.00000844363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774333,"about_ca_system_score_gemma":0.00005466883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118179,"about_ca_topic_score_gemma":0.0001299641,"domain_scores_codex":[0.9974706,0.0002964661,0.0006279535,0.0005187844,0.0006774581,0.0004087712],"domain_scores_gemma":[0.9986652,0.000200853,0.0002593515,0.0005620068,0.0002010443,0.0001115594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011086,0.00003993147,0.9924389,0.00005686225,0.002455661,0.000009094388,0.001961124,0.0000377865,0.00002361799,0.0001250541,0.0001309783,0.002610143],"study_design_scores_gemma":[0.004024713,0.00003877125,0.9921257,0.00007974462,0.0005625997,3.299246e-7,0.001750439,0.00005203063,0.00001124826,0.00002935943,0.001034442,0.000290549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918147,0.0003756788,0.004842319,0.0006994026,0.0001491089,0.001245517,0.00008840604,0.00006596317,0.0007189026],"genre_scores_gemma":[0.9973608,0.00005472884,0.00159102,0.0005372353,0.00004493554,0.00009195664,0.0001334009,0.0000323055,0.0001535879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546127,"threshold_uncertainty_score":0.7882439,"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."}}