{"id":"W2955597970","doi":"10.1002/lary.28164","title":"Volumetric changes in pharyngeal structures following head and neck cancer chemoradiation therapy","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Cohort; Radiation therapy; Head and neck squamous-cell carcinoma; Head and neck cancer; Confidence interval; Chemoradiotherapy; Cancer; Tongue; Nuclear medicine; Internal medicine; Gastroenterology; Urology; Oncology; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265291,0.0001241576,0.0001406166,0.0005219354,0.0001373233,0.0003712433,0.0002252943,0.0001796816,0.0009223366],"category_scores_gemma":[0.001242629,0.00008866312,0.0002250886,0.0003744672,0.0002490677,0.0002862187,0.0002300327,0.0002335147,0.0001258047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004142184,"about_ca_system_score_gemma":0.000166344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590623,"about_ca_topic_score_gemma":0.001765404,"domain_scores_codex":[0.999819,0.00003771267,0.0000118968,0.00002969007,0.00006272204,0.00003898647],"domain_scores_gemma":[0.9994707,0.00008509457,0.0003220314,0.00002700281,0.00005083463,0.00004428733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006421873,0.0001013855,0.9608791,0.00004886467,0.00008932543,0.0004978489,0.0002104599,0.0006199958,0.01337008,0.00003988614,0.0001470049,0.02335395],"study_design_scores_gemma":[0.000004459917,0.0003265607,0.9969766,0.000003571212,0.00001949203,0.0005519015,0.00009408133,0.0001872353,0.00166008,0.00001185985,0.0001611028,0.000002870535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998971,0.000317429,0.0001466482,0.00001239905,0.000003532703,0.00001100504,0.00009646411,0.000006326075,0.0004352314],"genre_scores_gemma":[0.9996437,0.00005591925,0.00007690847,0.000006413812,0.000004708287,0.000006314092,0.0001072932,0.000001461947,0.00009724395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590623,"threshold_uncertainty_score":0.003162682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890979736608444,"score_gpt":0.3932036201465387,"score_spread":0.3542938227804542,"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."}}