{"id":"W2983301282","doi":"","title":"Feeding and Oral Care Guidelines for Certified Nursing Assistants Working with Patients with Head and Neck Cancer","year":2018,"lang":"en","type":"article","venue":"ISU Red - Research and eData (Illinois State University)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Medicine; Head and neck cancer; Nursing; Head and neck; Head (geology); Cancer; Family medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003747459,0.0001646742,0.0002221461,0.0003467037,0.001818678,0.0000886857,0.000152488,0.00007021983,0.00002677183],"category_scores_gemma":[0.00005019295,0.000128033,0.00001024631,0.0004445385,0.000365075,0.0004124224,0.000252267,0.0002745863,0.000001250821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310707,"about_ca_system_score_gemma":0.0001900115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008000265,"about_ca_topic_score_gemma":0.005462829,"domain_scores_codex":[0.9981195,0.0001339537,0.000181126,0.0004851721,0.0003560532,0.000724203],"domain_scores_gemma":[0.9979903,0.0001656071,0.00009737872,0.0001996386,0.001283845,0.0002632501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006241282,0.000104738,0.8921224,0.0005895797,0.0002445425,0.00003002153,0.006683535,0.000002887036,0.00005291428,0.001069495,0.02137359,0.07148495],"study_design_scores_gemma":[0.01864161,0.003978997,0.5204496,0.006089386,0.0002423162,8.83476e-7,0.06878546,0.000890465,0.00007377112,0.0005902317,0.3794041,0.0008530847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922579,0.0002298183,0.0009376407,0.001215667,0.0001499434,0.001288466,0.000170893,0.00004011696,0.003709591],"genre_scores_gemma":[0.9878182,0.00113986,0.005073363,0.00009238492,0.000147273,0.00001473252,0.0001580677,0.00003388167,0.005522223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716728,"threshold_uncertainty_score":0.9994808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3046930934448926,"score_gpt":0.4738948263794546,"score_spread":0.169201732934562,"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."}}