{"id":"W4394015329","doi":"10.1016/j.clon.2024.03.027","title":"RE: Pharyngeal Constrictor Muscle Sparing in Head and Neck Radiotherapy","year":2024,"lang":"en","type":"letter","venue":"Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Baker Hughes (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Killam Trusts","keywords":"Medicine; Dysphagia; Radiation therapy; Swallowing; Pharyngeal muscles; Pharynx; Head and neck; Surgery; Radiology","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":[0.001264198,0.0006084777,0.0009775176,0.0005973903,0.003113379,0.002100241,0.001378512,0.0365172,0.01181892],"category_scores_gemma":[0.008439308,0.0005441954,0.0007304323,0.0007683061,0.001806905,0.002208581,0.0009109427,0.02326182,0.005789582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005167447,"about_ca_system_score_gemma":0.004500351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009333607,"about_ca_topic_score_gemma":0.0251799,"domain_scores_codex":[0.9989154,0.0002972873,0.0001471513,0.0001581386,0.0002582382,0.000223722],"domain_scores_gemma":[0.99723,0.001399052,0.0002532971,0.0001114538,0.0004588836,0.0005472851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009075917,0.00003611445,0.001344711,0.0001000686,0.00001547203,0.009187203,0.0001121419,0.0001361002,0.0003759962,0.002855923,0.9748468,0.01089869],"study_design_scores_gemma":[0.0001732565,0.0001311526,0.003244952,0.0004049512,0.00005367677,0.01785141,0.0004523561,0.0004763217,0.000484912,0.006469199,0.9702116,0.00004618115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001488686,0.00340052,0.00009106209,0.9516472,0.02555908,0.00002715297,0.000070313,0.00002533577,0.01769078],"genre_scores_gemma":[0.01843536,0.004370305,0.000276471,0.843291,0.09331053,0.00007197135,0.00006545103,0.00004440645,0.04013453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0365172,"threshold_uncertainty_score":0.0395382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335517486482283,"score_gpt":0.4555439887293491,"score_spread":0.3219922400811208,"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."}}