{"id":"W2732360227","doi":"10.1093/geroni/igx004.845","title":"BEYOND THE ISOLATED SWALLOW: DYSPHAGIA IN THE CONTEXT OF PERFORMANCE DURING A MEAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swallowing; Dysphagia; Medicine; Ingestion; Rehabilitation; Context (archaeology); Physical therapy; Oropharyngeal dysphagia; Physical medicine and rehabilitation; Surgery; Internal medicine","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":[0.0004550011,0.0002451838,0.0004641716,0.0005340934,0.000521183,0.001007693,0.0002412431,0.0005585175,0.001133455],"category_scores_gemma":[0.001546359,0.0001079736,0.0003564356,0.0005883311,0.0006339171,0.0008934712,0.001066354,0.000346002,0.0001483205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911298,"about_ca_system_score_gemma":0.0007054735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006522768,"about_ca_topic_score_gemma":0.01111904,"domain_scores_codex":[0.999724,0.00008105326,0.00004702595,0.00004351007,0.00004719011,0.00005723388],"domain_scores_gemma":[0.9995236,0.0001187953,0.0001922282,0.00002095966,0.00006235347,0.00008211919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533564,0.0001779083,0.9296255,0.0009751029,0.0001451717,0.006322218,0.01068753,0.000179945,0.00450055,0.0005753763,0.0005398401,0.04581774],"study_design_scores_gemma":[0.000002801085,0.0002380976,0.9879528,0.0001321684,0.00005353102,0.003583062,0.006077316,0.0001007779,0.000253042,0.0002230885,0.00136636,0.00001694898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934906,0.003553892,0.0002888071,0.0002431837,0.00002540098,0.00001434585,0.0001091106,0.000004031272,0.00227076],"genre_scores_gemma":[0.9981081,0.001235559,0.000196335,0.00004702021,0.00001779475,0.000004818493,0.00005516946,7.884968e-7,0.0003342097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006522768,"threshold_uncertainty_score":0.01296961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286957441086549,"score_gpt":0.3876748801096236,"score_spread":0.3448053056987581,"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."}}