{"id":"W3034342598","doi":"10.3389/fonc.2020.00930","title":"Quality of Life, Toxicity and Unmet Needs in Nasopharyngeal Cancer Survivors","year":2020,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Quality of life (healthcare); Nasopharyngeal carcinoma; Chemoradiotherapy; Clinical trial; Disease; Cancer; Intensive care medicine; Toxicity; Oncology; Internal medicine","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":[0.00121909,0.0001597498,0.0003828021,0.0007770279,0.0005685832,0.0009414487,0.0003439647,0.0004410191,0.001465377],"category_scores_gemma":[0.006419444,0.0001050362,0.0004787796,0.001414563,0.0004539486,0.0007945006,0.0009506539,0.0006805488,0.0001749471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009974388,"about_ca_system_score_gemma":0.0008801642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006211536,"about_ca_topic_score_gemma":0.007861041,"domain_scores_codex":[0.9991837,0.0003393152,0.00009940151,0.00005035617,0.0002075654,0.0001195629],"domain_scores_gemma":[0.9983777,0.0002582585,0.0006658653,0.00002713686,0.0002480308,0.0004230191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002848762,0.0001882315,0.9348969,0.0003377334,0.0002362087,0.0003139581,0.002029096,0.000390191,0.0001302392,0.0004105903,0.002918459,0.05786334],"study_design_scores_gemma":[0.00001520691,0.0004521415,0.9891222,0.0002491086,0.00006258306,0.0006273895,0.004545474,0.0006798033,0.00004638354,0.0007159807,0.00345533,0.00002836905],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9798553,0.01092631,0.0001342646,0.003622905,0.00005480074,0.00003992573,0.00120927,0.0000098807,0.004147366],"genre_scores_gemma":[0.9966637,0.002303228,0.00009916878,0.0003146364,0.00002446672,0.00003001707,0.0003795451,0.000002574984,0.0001825719],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006211536,"threshold_uncertainty_score":0.0123508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08150786972384037,"score_gpt":0.4174848475388439,"score_spread":0.3359769778150035,"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."}}