{"id":"W2117788387","doi":"10.1097/01376517-200408000-00006","title":"Practice on an Acute Stroke Unit After Implementation of a Decision-Making Algorithm for Dietary Management of Dysphagia","year":2004,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"","keywords":"Dysphagia; Unit (ring theory); Stroke (engine); Algorithm; Acute stroke; Medicine; Computer science; Psychology; Nursing; 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":[0.004989925,0.0006862564,0.0006378161,0.001230516,0.002338306,0.001841034,0.001725768,0.002063505,0.007753042],"category_scores_gemma":[0.03071594,0.0005423788,0.0005936858,0.00088597,0.0008261446,0.001519657,0.002069304,0.001922876,0.003468129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002433565,"about_ca_system_score_gemma":0.006866802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332023,"about_ca_topic_score_gemma":0.01067692,"domain_scores_codex":[0.9952828,0.001952638,0.001020876,0.0004883823,0.000713432,0.0005419327],"domain_scores_gemma":[0.985607,0.002120438,0.002795183,0.001183843,0.003826352,0.004467226],"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":[0.001306719,0.00608093,0.167367,0.0006727684,0.0001616313,0.01219512,0.009207804,0.002371965,0.006379534,0.0006603016,0.1011244,0.6924719],"study_design_scores_gemma":[0.002078955,0.01852063,0.6184415,0.005669025,0.0003396011,0.01445637,0.03232215,0.01856221,0.008286187,0.006568151,0.2739413,0.0008139914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7919494,0.003031809,0.02517925,0.08178226,0.003780069,0.01621931,0.0006772508,0.002820937,0.07455971],"genre_scores_gemma":[0.8083494,0.005670177,0.1279544,0.0265949,0.002250087,0.005574961,0.001057086,0.0002237333,0.02232525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007753042,"threshold_uncertainty_score":0.02638954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06098295097427366,"score_gpt":0.5111607239368167,"score_spread":0.450177772962543,"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."}}