{"id":"W2923100995","doi":"","title":"Is the Dysphagia Severity Rating Scale (DSRS) an effective tool to measure swallowing dysfunction? A retrospective and prospective validation study","year":2018,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Dysphagia; Swallowing; Rating scale; Retrospective cohort study; Prospective cohort study; Measure (data warehouse); Glasgow Coma Scale; Intensive care medicine; Internal medicine; 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":[0.02514744,0.0006562649,0.0008063191,0.00124188,0.0009354348,0.001491224,0.001183133,0.001474543,0.0009980091],"category_scores_gemma":[0.05681349,0.000816419,0.001228358,0.001216794,0.002097084,0.002993236,0.001038587,0.001464584,0.0007624094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007904145,"about_ca_system_score_gemma":0.0013653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317254,"about_ca_topic_score_gemma":0.00316746,"domain_scores_codex":[0.9885394,0.00520043,0.001635218,0.001403423,0.002613859,0.0006076831],"domain_scores_gemma":[0.9545698,0.01904143,0.008589123,0.005532547,0.01119498,0.001072176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316251,0.0003115829,0.9946926,0.00002717585,0.00009403854,0.00006349853,0.0004563809,0.00003724452,0.0002887899,0.00003810819,0.000135669,0.003538624],"study_design_scores_gemma":[0.00006458774,0.002388779,0.9943871,0.00006327571,0.0001445288,0.0004441617,0.0008450911,0.000453926,0.0003606277,0.00004634735,0.0007804898,0.00002118873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971002,0.0005476578,0.0008675248,0.0001089028,0.00006330257,0.0001186757,0.0002624437,0.000006180931,0.000925073],"genre_scores_gemma":[0.9975774,0.0002530386,0.0007382937,0.0001532431,0.00004310359,0.0001203453,0.0007555075,0.00001331604,0.0003458914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02514744,"threshold_uncertainty_score":0.1329939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08195122593366895,"score_gpt":0.3973253130251902,"score_spread":0.3153740870915213,"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."}}