{"id":"W3002346074","doi":"10.3390/geriatrics5010004","title":"Assessment and Management of Dysphagia in Acute Stroke: An Initial Service Review of International Practice","year":2020,"lang":"en","type":"article","venue":"Geriatrics","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Stroke (engine); Acute stroke; Best practice; Clinical Practice; Physical therapy; Intensive care medicine; Nursing; Surgery; Emergency department","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01469483,0.0008949877,0.001889397,0.01049424,0.0007199105,0.002834144,0.001445314,0.001527232,0.001432848],"category_scores_gemma":[0.03637472,0.0006974513,0.001184332,0.0169896,0.001847018,0.003225216,0.001926385,0.001508611,0.0004973936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006423716,"about_ca_system_score_gemma":0.01424894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01740647,"about_ca_topic_score_gemma":0.0368163,"domain_scores_codex":[0.992497,0.002365047,0.002957223,0.0004713029,0.001461762,0.000247596],"domain_scores_gemma":[0.9637574,0.01783733,0.006384454,0.0006768148,0.01052954,0.0008144014],"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":[0.0002210214,0.0001293946,0.005015997,0.09657402,0.0003071438,0.0001658289,0.00160837,0.0003230395,0.0002697008,0.00126997,0.009552145,0.8845634],"study_design_scores_gemma":[0.0001943764,0.001153316,0.07993805,0.6031364,0.0031294,0.002603709,0.006849692,0.0007197905,0.0005406182,0.001416967,0.3001709,0.0001467468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001346293,0.9957621,0.0001359954,0.001740894,0.0001271468,0.00005188771,0.00004920562,0.000004720491,0.000781748],"genre_scores_gemma":[0.009612238,0.9890248,0.0005628731,0.0004902917,0.0001050463,0.00005562648,0.00007153428,0.000003230604,0.00007426253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01740647,"threshold_uncertainty_score":0.07771468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897862280574746,"score_gpt":0.470148476811079,"score_spread":0.4111698540053315,"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."}}