{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003325053,0.000111921,0.0001618474,0.0005803131,0.001457205,0.001052728,0.0008053769,0.0007421591,0.001592193],"category_scores_gemma":[0.01047065,0.0001603969,0.0002841555,0.000558971,0.0002977568,0.0005766202,0.001236449,0.0005998828,0.0003531074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733073,"about_ca_system_score_gemma":0.009381518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278708,"about_ca_topic_score_gemma":0.06839874,"domain_scores_codex":[0.9973014,0.001184074,0.0005651303,0.0000787128,0.0005001108,0.0003706127],"domain_scores_gemma":[0.9949023,0.001297054,0.001019704,0.00008353542,0.001499717,0.001197695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001206332,0.00213511,0.7010865,0.0009800032,0.00001744332,0.002404934,0.03651474,0.0004545454,0.001134182,0.0004767514,0.05144664,0.2032285],"study_design_scores_gemma":[0.0001136371,0.002133764,0.7021268,0.001824254,0.00003433781,0.003068949,0.1837775,0.001517029,0.001184469,0.0004625671,0.1036634,0.0000932034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9607973,0.001698514,0.001058786,0.01112935,0.0002403114,0.002805486,0.0006971786,0.00005442412,0.02151865],"genre_scores_gemma":[0.972494,0.00334612,0.01480448,0.002183245,0.00008349741,0.002211742,0.0008155965,0.00001274195,0.004048469],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02278708,"threshold_uncertainty_score":0.04530889,"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."}}