{"id":"W4399565437","doi":"10.1200/jco.2024.42.16_suppl.11116","title":"A descriptive patient-reported outcomes (PROs) analysis of KEYNOTE-412 to understand head and neck symptom burden.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Head and neck; Descriptive statistics; Head and neck cancer; Patient-reported outcome; Physical therapy; Intensive care medicine; Quality of life (healthcare); Surgery; Internal medicine; Cancer; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005941668,0.0001213625,0.001584771,0.0004272361,0.0001073557,0.000009877018,0.0001140357,0.0004798313,0.0004040733],"category_scores_gemma":[0.01982208,0.00007436389,0.0004879899,0.0006439094,0.0001939315,0.0001933317,0.00008916295,0.001419354,0.00001622088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153023,"about_ca_system_score_gemma":0.00161611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489495,"about_ca_topic_score_gemma":0.0003393747,"domain_scores_codex":[0.9934737,0.001623519,0.00393415,0.0002390531,0.0004808538,0.0002486889],"domain_scores_gemma":[0.9763707,0.02031877,0.002043191,0.0001725215,0.0005877037,0.0005071252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00512541,0.001317287,0.7296847,0.0005449558,0.01069004,0.0004765154,0.04459266,0.000272764,0.0001692507,0.003199665,0.01594794,0.1879788],"study_design_scores_gemma":[0.003803842,0.01221491,0.8583996,0.0006859839,0.004729229,0.00001500039,0.03011315,0.002525743,0.000001272875,0.003991324,0.08335058,0.0001693218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598695,0.0005406323,0.002185744,0.03315108,0.002661584,0.0003400417,0.000008445712,0.00001167493,0.001231273],"genre_scores_gemma":[0.9935986,0.0002705769,0.003016367,0.002372927,0.0003403287,0.00000472654,0.000001850006,0.00001167001,0.00038291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878095,"threshold_uncertainty_score":0.9884344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2821882016122638,"score_gpt":0.5955073087513552,"score_spread":0.3133191071390914,"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."}}