{"id":"W3097450343","doi":"10.1016/j.ctarc.2020.100233","title":"Nutritional outcomes in head and neck cancer patients: is intensive nutritional care worth it?","year":2020,"lang":"en","type":"article","venue":"Cancer Treatment and Research Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Head and neck cancer; Medicine; Head and neck; Intensive care medicine; Head (geology); Cancer; Gerontology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037943,0.000103673,0.0003378052,0.0003500262,0.0003105137,0.0006180021,0.0002046076,0.0003192909,0.0009598429],"category_scores_gemma":[0.004612625,0.00006504969,0.0002915537,0.00073248,0.0002513236,0.0006092974,0.0004944585,0.0004840569,0.0000885999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010656,"about_ca_system_score_gemma":0.0007193856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729162,"about_ca_topic_score_gemma":0.005040124,"domain_scores_codex":[0.9993119,0.0002264583,0.0001013922,0.00008059339,0.0001704734,0.0001091919],"domain_scores_gemma":[0.9972224,0.0004729691,0.001719151,0.00004575306,0.000192584,0.000347222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008690488,0.0002758882,0.975604,0.000148497,0.0001172814,0.00006701397,0.000161501,0.00006686025,0.0001551013,0.00002030154,0.000190384,0.02232413],"study_design_scores_gemma":[0.00002108407,0.0006356922,0.9982211,0.00006026565,0.00007759545,0.00009389238,0.0004340008,0.000076638,0.00007584944,0.00003011511,0.0002694595,0.000004333151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973989,0.00160779,0.00003952257,0.0003512749,0.00001604789,0.00001532824,0.00009946668,0.000001524982,0.000470205],"genre_scores_gemma":[0.9993482,0.0003201145,0.00005425961,0.00006724487,0.00002270383,0.0000087534,0.000118618,6.780556e-7,0.00005934367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002729162,"threshold_uncertainty_score":0.00548923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569992697995107,"score_gpt":0.5041243990798802,"score_spread":0.2471251292803695,"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."}}