{"id":"W4396976806","doi":"10.1007/s00455-024-10705-2","title":"Dysphagia in Head and Neck Radiotherapy: The Influence of Pharyngeal Constrictor Anatomy and Dosimetry","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baker Hughes (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Alberta Innovates - Health Solutions","keywords":"Dysphagia; Medicine; Swallowing; Nuclear medicine; Radiation therapy; Dosimetry; Radiation treatment planning; Otorhinolaryngology; Cone beam computed tomography; Dose-volume histogram; Cohort; Radiology; Surgery; Computed tomography; 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":[0.008086414,0.0003584221,0.0007131722,0.001013418,0.0006531187,0.001250925,0.0006992182,0.000579096,0.002488895],"category_scores_gemma":[0.01695436,0.0003151366,0.0007740565,0.001406221,0.001362419,0.000981718,0.0007686379,0.0005242949,0.0003040122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224204,"about_ca_system_score_gemma":0.001345267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006658229,"about_ca_topic_score_gemma":0.0105933,"domain_scores_codex":[0.9948798,0.004041028,0.0002134119,0.0001946567,0.0005113247,0.000159804],"domain_scores_gemma":[0.9917903,0.006429718,0.0007259452,0.0004712022,0.000390274,0.0001925312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02214584,0.0009514406,0.8016547,0.001357675,0.001828557,0.002601524,0.005101101,0.002824801,0.01566035,0.001816489,0.0008837997,0.1431737],"study_design_scores_gemma":[0.0001116992,0.008892572,0.9735885,0.0002001726,0.001255112,0.002064577,0.001937183,0.0006671115,0.004495957,0.0004170915,0.006313568,0.00005642289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649541,0.02767357,0.0007862843,0.0002078794,0.00009301934,0.00006955674,0.00009244795,0.000009683468,0.006113353],"genre_scores_gemma":[0.9943615,0.003964618,0.0003677036,0.00007354748,0.0001112493,0.00002143549,0.00004387844,0.00001851502,0.001037487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008086414,"threshold_uncertainty_score":0.04276556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009549323488217736,"score_gpt":0.3040097520565234,"score_spread":0.2944604285683056,"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."}}