{"id":"W4396522026","doi":"10.5737/23688076342232","title":"PATIENT EDUCATION: Counseling of oral cancer patients","year":2024,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mucositis; Vomiting; Head and neck cancer; Swallowing; Cancer; Nausea; Adverse effect; Radiation therapy; Diarrhea; Intensive care medicine; Chemotherapy; Oncology; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524923,0.00010973,0.0002513132,0.0003593635,0.0001453233,0.00002024785,0.00004893433,0.0001232728,0.0005196363],"category_scores_gemma":[0.00002525525,0.00009711277,0.00006993667,0.0002249828,0.0001089993,0.00006986621,0.000002423351,0.000384726,0.00001965122],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01600796,"about_ca_system_score_gemma":0.03579194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007461231,"about_ca_topic_score_gemma":0.007673989,"domain_scores_codex":[0.9988322,0.00005152382,0.000370951,0.0001558364,0.0001923646,0.0003971254],"domain_scores_gemma":[0.9985467,0.00003205837,0.0001010573,0.00009924105,0.0003458339,0.0008751104],"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":[0.00006183665,0.0002441275,0.01165281,0.00007833131,0.00006675993,0.000111802,0.002235217,0.000008703834,0.00001313208,0.00008474229,0.1127029,0.8727396],"study_design_scores_gemma":[0.001222866,0.003823415,0.02200788,0.01032284,0.0004944937,0.001316754,0.001406833,0.0003859205,0.0002912917,0.0008203331,0.9576853,0.0002220924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822228,0.04533533,0.00003673106,0.04186506,0.01943017,0.0005556149,0.00006876066,0.00003333456,0.01045221],"genre_scores_gemma":[0.9944029,0.0007219698,0.001473553,0.002499252,0.0005428313,0.00001984355,0.00001489201,0.00002634811,0.0002984215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8725175,"threshold_uncertainty_score":0.9991482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658107890873426,"score_gpt":0.4030756996959161,"score_spread":0.3764946207871818,"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."}}