{"id":"W2531565006","doi":"10.1161/str.47.suppl_1.25","title":"Abstract 25: Evidence Based Aspiration Risk Tool: Improving Stroke Care","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Dysphagia; Stroke (engine); Aspiration pneumonia; Swallowing; Pneumonia; Cohort; Retrospective cohort study; Emergency medicine; Intensive care medicine; Surgery; Pediatrics; Internal medicine","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":[0.009214227,0.0007566838,0.001870957,0.007158233,0.0005800044,0.003740339,0.001823803,0.001167603,0.01182122],"category_scores_gemma":[0.05246105,0.0003252407,0.002700985,0.004527443,0.0002907984,0.001851656,0.002177667,0.00138693,0.002169487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762803,"about_ca_system_score_gemma":0.006108429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604968,"about_ca_topic_score_gemma":0.006085982,"domain_scores_codex":[0.9892402,0.004318042,0.00308073,0.0004272698,0.002586151,0.0003476134],"domain_scores_gemma":[0.9747639,0.01085725,0.006739675,0.0005368735,0.005323012,0.001779178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001018584,0.001487127,0.1987426,0.02151727,0.003335739,0.0004308716,0.0003244568,0.002687168,0.0003833538,0.003106285,0.1332041,0.6337624],"study_design_scores_gemma":[0.002305571,0.003985607,0.7917374,0.050265,0.007355934,0.001558831,0.000943322,0.01289498,0.002181807,0.01210527,0.1142956,0.0003706813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4345984,0.1215669,0.04091029,0.1044302,0.002621418,0.01669786,0.1150685,0.005618373,0.158488],"genre_scores_gemma":[0.7369356,0.03035415,0.1779915,0.009757921,0.0008342895,0.005773812,0.03307384,0.000117149,0.00516182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182122,"threshold_uncertainty_score":0.04873008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0576628297563565,"score_gpt":0.3852590146677921,"score_spread":0.3275961849114356,"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."}}