{"id":"W4411017872","doi":"10.1016/j.bjorl.2025.101644","title":"The practice of oral feeding after total laryngectomy by Brazilian head and neck surgeons","year":2025,"lang":"en","type":"article","venue":"Brazilian Journal of Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Laryngectomy; Medicine; Head and neck; General surgery; Head (geology); Surgery; Larynx; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.002152039,0.0002315701,0.0005764401,0.0002579568,0.0005877906,0.00003875687,0.000385974,0.0002231672,0.0001544066],"category_scores_gemma":[0.0007799521,0.0001683993,0.0001516096,0.0003313535,0.0002123432,0.0005963211,0.0003173151,0.001020331,0.00001696226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132466,"about_ca_system_score_gemma":0.0003741217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512951,"about_ca_topic_score_gemma":0.0001816558,"domain_scores_codex":[0.9967467,0.0008956228,0.001187407,0.0002426934,0.0003135034,0.0006141399],"domain_scores_gemma":[0.996721,0.001394751,0.000936675,0.0003240927,0.0004476647,0.0001758001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002205121,0.0003242941,0.6846034,0.0003957315,0.001247798,0.00019485,0.001351078,0.000002532356,0.001880488,0.007690618,0.2892363,0.01086778],"study_design_scores_gemma":[0.002548582,0.0004312313,0.4500639,0.0002895952,0.0002584325,0.00007109826,0.002004193,0.00002093758,0.00007389857,0.0005691589,0.5435102,0.000158799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537418,0.004863887,0.0003603517,0.01986106,0.003258065,0.0007408326,0.0000186137,0.00002861638,0.01712672],"genre_scores_gemma":[0.9884779,0.0007573107,0.001060785,0.002234539,0.0001372848,0.00003893434,0.00000427564,0.00002592786,0.007263023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2542739,"threshold_uncertainty_score":0.6867124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252918923299284,"score_gpt":0.3590720297942936,"score_spread":0.3465428405613007,"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."}}