{"id":"W2136887590","doi":"10.1161/strokeaha.107.510370","title":"The Toronto Bedside Swallowing Screening Test (TOR-BSST)","year":2008,"lang":"en","type":"article","venue":"Stroke","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":361,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; University Health Network","keywords":"Medicine; Swallowing; Test (biology); Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005350006,0.0001386437,0.0001529195,0.00002044211,0.00253831,0.00001721745,0.0002859831,0.00007158487,0.0005371155],"category_scores_gemma":[0.0001595993,0.000098276,0.0000795938,0.00005832453,0.00005120333,0.0002277116,0.0002297909,0.0003062368,0.0003161906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911281,"about_ca_system_score_gemma":0.0001026879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007427,"about_ca_topic_score_gemma":0.002556856,"domain_scores_codex":[0.9983921,0.000127717,0.000336077,0.0002082446,0.0003281384,0.0006077331],"domain_scores_gemma":[0.9986162,0.0007220188,0.000116134,0.0003781994,0.00006062707,0.0001068829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006001032,0.0001058074,0.655203,0.00007014815,0.0002660702,0.0000733747,0.004117732,0.00001429364,0.001269569,0.01523776,0.3041464,0.01943583],"study_design_scores_gemma":[0.0008790389,0.00007789694,0.1940824,0.00006388494,0.00003728208,0.000001090258,0.007332494,0.0001911388,0.00004649966,0.00009454964,0.7970093,0.0001843601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1639965,0.001351482,0.003934043,0.004271216,0.002744391,0.001433574,0.0000192842,0.0004556684,0.8217938],"genre_scores_gemma":[0.835543,0.0003605042,0.001877574,0.0009696198,0.000590382,0.0001465697,0.000009793423,0.00002899229,0.1604735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6715465,"threshold_uncertainty_score":0.9987602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870169852338042,"score_gpt":0.3801714528215048,"score_spread":0.3314697542981244,"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."}}