{"id":"W2799959650","doi":"10.1007/s00455-018-9898-3","title":"Swallow Event Sequencing: Comparing Healthy Older and Younger Adults","year":2018,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Swallowing; Dysphagia; Medicine; Young adult; Age groups; Audiology; Internal medicine; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007104537,0.0002416085,0.0003392739,0.0001220176,0.000837107,0.00002598787,0.0002043985,0.000144412,0.001342669],"category_scores_gemma":[0.00004335091,0.000217429,0.00004503438,0.0002017818,0.0001095816,0.0002942436,0.0003106001,0.0004293874,0.001252474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351701,"about_ca_system_score_gemma":0.0001932219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006117085,"about_ca_topic_score_gemma":0.0005127703,"domain_scores_codex":[0.9976092,0.0002075847,0.0005617901,0.0004874244,0.0003291434,0.0008048842],"domain_scores_gemma":[0.9987848,0.0001141468,0.0002268172,0.0004165727,0.0001752886,0.0002823914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193503,0.0004464964,0.5052209,0.002315955,0.0007182765,0.0001031386,0.03171546,0.00001169138,0.0007469441,0.0695234,0.3697579,0.0182463],"study_design_scores_gemma":[0.008455199,0.0008646501,0.5845104,0.001019066,0.0002146241,0.000009003206,0.008785184,0.009702684,0.0001405004,0.001101894,0.3842144,0.0009823401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096115,0.0005792056,0.002984597,0.002403464,0.00367168,0.001750895,0.000006286568,0.0003417472,0.07865062],"genre_scores_gemma":[0.9835503,0.00008677443,0.001422723,0.005252136,0.0006108237,0.0001498544,0.00002486148,0.000041315,0.00886124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07928949,"threshold_uncertainty_score":0.9995703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886932276227506,"score_gpt":0.3991477599917992,"score_spread":0.3502784372295241,"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."}}