{"id":"W4281986922","doi":"10.3390/cancers14112809","title":"Management of Older Adults with Locally Advanced Head and Neck Cancer","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Tolerability; Head and neck squamous-cell carcinoma; Clinical trial; Head and neck cancer; Population; Life expectancy; Geriatric oncology; Cancer; Intensive care medicine; Oncology; Internal medicine; Adverse effect","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":[0.0007785299,0.0005177875,0.001104738,0.001388672,0.0002575945,0.0006671097,0.0005624191,0.0007197072,0.002467869],"category_scores_gemma":[0.001443345,0.0001292893,0.0007974872,0.001190711,0.0002197832,0.0007455159,0.0004740999,0.0007497936,0.0006344105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293861,"about_ca_system_score_gemma":0.001024533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943952,"about_ca_topic_score_gemma":0.004756543,"domain_scores_codex":[0.9996954,0.00009582395,0.00007177703,0.00003215706,0.00008358208,0.00002128809],"domain_scores_gemma":[0.9996219,0.0002101566,0.00007055379,0.000008311996,0.00007242744,0.00001664172],"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":[0.0001135608,0.0000443488,0.0003777273,0.06920932,0.0002306619,0.0001183315,0.00009235302,0.0001488838,0.0005435384,0.0009935289,0.01825342,0.9098742],"study_design_scores_gemma":[0.0001043581,0.0003098835,0.006016439,0.07721113,0.001109945,0.002631931,0.0002565722,0.000109612,0.0005803208,0.00145931,0.9101771,0.00003339332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001587131,0.9990593,0.0000318425,0.0001652873,0.00006325045,0.000006999473,0.00002457127,0.000002118171,0.0004879017],"genre_scores_gemma":[0.001093564,0.9984117,0.00009008084,0.0001638636,0.00005823388,0.00000972875,0.00003400269,5.086044e-7,0.0001383332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002467869,"threshold_uncertainty_score":0.008255839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940437908739073,"score_gpt":0.3432928431191792,"score_spread":0.3138884640317885,"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."}}