{"id":"W3027378257","doi":"10.1002/hed.26250","title":"Eat All Through Radiation Therapy (EAT‐RT): Structured therapy model to facilitate continued oral intake through head and neck radiotherapy—User acceptance and content validation","year":2020,"lang":"en","type":"article","venue":"Head & Neck","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Radiation therapy; Medicine; Head and neck cancer; Head and neck; Cancer therapy; Cancer; Medical physics; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001439786,0.0005016002,0.0008527029,0.00005312686,0.0001597134,0.00008684453,0.0001211684,0.0002002519,0.0001180107],"category_scores_gemma":[0.00003236091,0.0004065786,0.0001052595,0.0002665813,0.0001104295,0.0004892893,0.00003127462,0.000285537,0.00001396194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003718557,"about_ca_system_score_gemma":0.0001503979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000718491,"about_ca_topic_score_gemma":0.0001392127,"domain_scores_codex":[0.9973309,0.0001406107,0.0006292746,0.0008556033,0.0004364215,0.0006071831],"domain_scores_gemma":[0.9987211,0.00006782221,0.0001823191,0.0004431611,0.0001536204,0.0004319744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03566583,0.0008991545,0.2153618,0.0008188564,0.001424638,0.00009236299,0.1361202,0.0015833,0.0592287,0.001188522,0.02618758,0.5214291],"study_design_scores_gemma":[0.0832134,0.01496659,0.3368168,0.0005902001,0.0002212439,0.000102085,0.001442995,0.01241221,0.04295724,0.002121772,0.5033437,0.001811778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523649,0.01334056,0.002177961,0.02823471,0.0002446011,0.003181804,0.0001457258,0.0001756209,0.0001340805],"genre_scores_gemma":[0.9222135,0.01612683,0.02342156,0.03703225,0.0003168259,0.000246506,0.0001684928,0.00009768122,0.0003763581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5196173,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2220893384916627,"score_gpt":0.3822652238649378,"score_spread":0.160175885373275,"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."}}