{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147666,0.000175136,0.0002472435,0.0003713863,0.001719542,0.0007056497,0.0003359123,0.001177965,0.01011532],"category_scores_gemma":[0.005835962,0.00008420985,0.0001523911,0.0002859454,0.000265679,0.0005233672,0.0008570395,0.001165662,0.0008813197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008323658,"about_ca_system_score_gemma":0.002614873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123573,"about_ca_topic_score_gemma":0.007059943,"domain_scores_codex":[0.9993829,0.0002982652,0.00002974371,0.0000292447,0.0001516985,0.0001081471],"domain_scores_gemma":[0.998502,0.0004292192,0.0001572441,0.0000239244,0.0002617191,0.0006259263],"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":[0.0002200255,0.003505626,0.08738814,0.001129764,0.00003686837,0.003165809,0.02883626,0.0002632696,0.002258585,0.001682582,0.1632125,0.7083006],"study_design_scores_gemma":[0.0003583324,0.003921688,0.2732656,0.00449017,0.0001878718,0.01771106,0.09085629,0.001424554,0.003243362,0.005226211,0.5991535,0.0001612663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294927,0.009884003,0.002287746,0.1062266,0.001658112,0.001140194,0.0003372007,0.0004065478,0.1485669],"genre_scores_gemma":[0.9424607,0.01051312,0.007308413,0.01891761,0.0004443014,0.0005052734,0.0001971128,0.00002142566,0.01963193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011532,"threshold_uncertainty_score":0.03383911,"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."}}