{"id":"W2788290695","doi":"10.1016/j.anorl.2017.12.009","title":"International consensus (ICON) on assessment of oropharyngeal dysphagia","year":2018,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Swallowing; Dysphagia; Oropharyngeal dysphagia; Icon; Medicine; Psychology; Computer science; Dentistry; 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":[],"category_scores_codex":[0.0006109755,0.0002255511,0.0004482635,0.0002207154,0.0002570689,0.000008633147,0.000323297,0.00006866618,0.001200192],"category_scores_gemma":[0.0001474472,0.0001965951,0.0001045922,0.0001122396,0.000452853,0.00009726223,0.0003297204,0.0002557376,0.0001316343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001996831,"about_ca_system_score_gemma":0.0001294612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003405914,"about_ca_topic_score_gemma":0.000008531345,"domain_scores_codex":[0.9971883,0.001001171,0.0007109904,0.0003923656,0.0002978114,0.0004093782],"domain_scores_gemma":[0.9982596,0.0003185232,0.0004667188,0.0003725975,0.0003586932,0.0002238692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007586753,0.00113795,0.8382842,0.0004132058,0.0006771052,0.0001136436,0.0005290113,0.000001984213,0.001940161,0.03381329,0.1172177,0.005113028],"study_design_scores_gemma":[0.001611081,0.001166549,0.9395846,0.0002202198,0.00006364647,0.000001538398,0.0001515981,0.00009248642,0.0001202283,0.000180462,0.0566486,0.0001590445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987074,0.0001986255,0.0000228652,0.001703143,0.001158625,0.0004353634,0.0001644872,0.00006459552,0.1975449],"genre_scores_gemma":[0.9938585,0.0003757527,0.0003243143,0.002923571,0.0005490236,0.00001610492,0.00006189637,0.00003420822,0.001856686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956882,"threshold_uncertainty_score":0.9997128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712457048705231,"score_gpt":0.4264411105040223,"score_spread":0.3551954056334992,"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."}}