{"id":"W2139124456","doi":"10.1200/jco.2008.20.0295","title":"Health-Related Quality of Life As a Survival Predictor for Patients With Localized Head and Neck Cancer Treated With Radiation Therapy","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Head and neck cancer; Quality of life (healthcare); Radiation therapy; Internal medicine; Proportional hazards model; Hazard ratio; Multivariate analysis; Oncology; Cancer; Health related quality of life; Clinical endpoint; Randomized controlled trial; Physical therapy; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.001535066,0.0001255961,0.002201928,0.00005981965,0.00004482993,0.00000285338,0.00004590153,0.0001830303,0.00002023967],"category_scores_gemma":[0.001598578,0.00006865678,0.0001392464,0.0001305348,0.0001382224,0.00006330972,0.000004939444,0.0003094613,2.261426e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113986,"about_ca_system_score_gemma":0.002532564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003449813,"about_ca_topic_score_gemma":0.0002282265,"domain_scores_codex":[0.996998,0.0003819144,0.001964246,0.0001560546,0.0003141103,0.0001857139],"domain_scores_gemma":[0.995714,0.001101177,0.002003148,0.00009370148,0.0006546632,0.0004332768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08064004,0.001784262,0.790583,0.00004145764,0.0005840794,0.000005111433,0.0002174138,0.000006161415,0.000004781326,0.00002474381,0.001006265,0.1251027],"study_design_scores_gemma":[0.05564597,0.1065531,0.8303601,0.0001966269,0.0001018372,0.000005171847,0.00003159881,0.00002414861,0.000005477727,0.0000508976,0.006965427,0.00005967233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787928,0.002455821,0.00004542714,0.01776451,0.0002052462,0.0005498119,0.00001584448,0.00000830912,0.0001622379],"genre_scores_gemma":[0.9914157,0.004056613,0.0006227928,0.003596302,0.000238852,0.000007814663,0.000006500964,0.00001077776,0.00004469222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125043,"threshold_uncertainty_score":0.449266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279571167003949,"score_gpt":0.4863926928638655,"score_spread":0.3584355761634706,"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."}}