{"id":"W4392342671","doi":"10.1007/s00455-024-10677-3","title":"Dysphagia in Open Partial Horizontal Laryngectomy Type IIa: Quantitative Analysis of Videofluoroscopy using the ASPEKT Method","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto; Toronto Rehabilitation Institute","funders":"National Institute on Aging; National Institutes of Health; Reseau canadien de recherche respiratoire; Canada Research Chairs","keywords":"Medicine; Swallowing; Dysphagia; Laryngectomy; Airway; Otorhinolaryngology; Larynx; Surgery; Constriction; Reflux; Bolus (digestion); Pharynx; Esophagus; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008349864,0.0001985818,0.0002925176,0.00126604,0.0002459065,0.0004691205,0.0002106893,0.0004359345,0.0007016416],"category_scores_gemma":[0.002756817,0.0001617186,0.0002406571,0.0006487429,0.0003620619,0.0005912407,0.0003070722,0.0002409402,0.0001282505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003455614,"about_ca_system_score_gemma":0.0001905319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033388,"about_ca_topic_score_gemma":0.002659793,"domain_scores_codex":[0.9996156,0.0001249804,0.00003438883,0.00006124866,0.0001177079,0.00004597754],"domain_scores_gemma":[0.9988022,0.0006861982,0.0001541408,0.00005500879,0.0002139937,0.00008840089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007899869,0.0003005945,0.8033387,0.0003066256,0.000185988,0.001624578,0.001250042,0.0007253314,0.1239109,0.0001706019,0.0002886614,0.05999819],"study_design_scores_gemma":[0.00001474932,0.00074383,0.9900172,0.000009557559,0.00005051061,0.001441769,0.0004102761,0.001623697,0.005436987,0.00003882083,0.0001908668,0.00002177282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982756,0.0003890116,0.0008177201,0.000006654874,0.000004838127,0.00001085121,0.00007585019,0.000009085219,0.0004102938],"genre_scores_gemma":[0.9991899,0.0001095708,0.0004952591,0.000006559214,0.000005576227,0.000007213223,0.00005168396,0.0000041522,0.000130068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033388,"threshold_uncertainty_score":0.006031513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236424183403367,"score_gpt":0.5377546417506466,"score_spread":0.4141122234103099,"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."}}