{"id":"W3132615101","doi":"10.1093/jnci/djab020","title":"Effect of Early Palliative Care on Quality of Life of Advanced Head and Neck Cancer Patients: A Phase III Trial","year":2021,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer survivorship and care","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Quality of life (healthcare); Palliative care; Confidence interval; Hazard ratio; Cancer; Referral; Clinical endpoint; Head and neck squamous-cell carcinoma; Internal medicine; Randomized controlled trial; Radiation therapy; Systemic therapy; Performance status; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002005023,0.0009899942,0.002058621,0.0002791966,0.0004003312,0.0008087091,0.0007730552,0.001387585,0.00401594],"category_scores_gemma":[0.00140041,0.0003130196,0.001912836,0.0003365529,0.0008631221,0.0006274514,0.0004403382,0.002663313,0.0004797749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006398049,"about_ca_system_score_gemma":0.001172736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005599927,"about_ca_topic_score_gemma":0.001344488,"domain_scores_codex":[0.9993992,0.0003817753,0.00002867518,0.00006610621,0.00004217202,0.0000820706],"domain_scores_gemma":[0.9990516,0.0002926618,0.0001916274,0.00007885831,0.00005889768,0.0003262062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9237186,0.01887386,0.001716113,0.00122994,0.001241735,0.00009931245,0.00009636181,0.0008906841,0.00253798,0.0001527268,0.001499089,0.04794367],"study_design_scores_gemma":[0.8783183,0.1172295,0.002694693,0.00007810343,0.0003243255,0.0000520426,0.00001717037,0.000318905,0.0002038329,0.0001076305,0.0006460427,0.00000936058],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841545,0.008200019,0.0004777875,0.0008502886,0.0003275787,0.003341528,0.0007170302,0.00005479075,0.00187649],"genre_scores_gemma":[0.9817095,0.005343866,0.001548417,0.001397007,0.0003545958,0.006723257,0.0009915443,0.00001230153,0.001919417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00401594,"threshold_uncertainty_score":0.01343471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06068860301876094,"score_gpt":0.4229238673720655,"score_spread":0.3622352643533046,"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."}}