{"id":"W2007380919","doi":"10.1016/j.apmr.2014.11.022","title":"Respiratory-Swallow Training in Patients With Head and Neck Cancer","year":2014,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Head and neck cancer; Medicine; Head and neck; Head (geology); Respiratory system; Rehabilitation; Physical medicine and rehabilitation; Cancer; Physical therapy; Surgery; Internal medicine; Geology","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":[0.0001636398,0.00007041874,0.0002052293,0.00009986102,0.00006695136,9.324859e-7,0.00002859492,0.00001628568,0.000006362813],"category_scores_gemma":[0.0002219676,0.00004456103,0.00001190339,0.0000730638,0.0002177357,0.00006663862,0.0000265871,0.0001189018,3.989535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007670819,"about_ca_system_score_gemma":0.00002283861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306052,"about_ca_topic_score_gemma":0.0001452031,"domain_scores_codex":[0.9992329,0.0001750507,0.000188008,0.0001500049,0.0001242645,0.000129718],"domain_scores_gemma":[0.9978637,0.001899136,0.00008316236,0.00007858487,0.00002315479,0.00005227119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000180502,0.00009339526,0.7992386,0.0005155674,0.00001687215,7.347985e-8,0.06031594,0.00001051733,0.0002114093,0.02037453,0.00009588812,0.1189467],"study_design_scores_gemma":[0.002939768,0.002526132,0.9795726,0.001061912,0.00001907112,2.702052e-9,0.003674934,0.0005828415,0.000001101351,0.00821095,0.001359109,0.0000515689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926132,0.0000304437,0.0001328901,0.002129181,0.00004312566,0.0004261209,9.237598e-7,0.000008499806,0.004615624],"genre_scores_gemma":[0.998785,0.000006547104,0.0007082183,0.0002952984,0.00009032973,0.00005799361,0.000004005598,0.000006347772,0.00004626047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180334,"threshold_uncertainty_score":0.1817146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377728058690979,"score_gpt":0.3811669096708861,"score_spread":0.3573896290839763,"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."}}