{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006675181,0.0003197044,0.005798252,0.0004787051,0.00002063038,0.000002449812,0.0001429878,0.0005400549,0.00003301902],"category_scores_gemma":[0.0004650442,0.0002708353,0.0002028365,0.0008375836,0.0002668341,0.00003032091,0.0001447254,0.0007461921,0.000001554527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008129803,"about_ca_system_score_gemma":0.001723346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149027,"about_ca_topic_score_gemma":0.005160024,"domain_scores_codex":[0.9974263,0.0005732917,0.001091017,0.0003961837,0.0001782149,0.000335045],"domain_scores_gemma":[0.9988851,0.0003264915,0.0003660288,0.0001993557,0.00004000082,0.0001830007],"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":[0.0002460257,0.0001928288,0.04401021,0.01585886,0.0002819407,0.00006799791,0.0008351902,1.798579e-7,6.242615e-7,0.00003662321,0.0104881,0.9279814],"study_design_scores_gemma":[0.001694004,0.0004967701,0.003893205,0.002886298,0.0002214326,0.00000584685,0.0003819149,0.000005764421,6.808813e-7,0.00003113703,0.9901711,0.0002118622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001966811,0.9922357,0.00001732564,0.0007988792,0.001532391,0.0007610139,0.00009892758,0.00001573487,0.00257318],"genre_scores_gemma":[0.0003980884,0.9977951,0.0007235079,0.0004867659,0.0002319301,0.0001726632,0.00002303027,0.00002980839,0.0001391086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.979683,"threshold_uncertainty_score":0.9999744,"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."}}