{"id":"W2969366413","doi":"10.1002/hed.25922","title":"Changing functional status within 6 months posttreatment is prognostic of overall survival in patients with head and neck cancer: NRG Oncology Study","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Genentech","keywords":"Medicine; Head and neck cancer; Internal medicine; Hazard ratio; Confidence interval; Proportional hazards model; Oncology; Cancer; Clinical trial","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":[0.0001292305,0.0002301227,0.0007331169,0.0001662416,0.00006101379,0.000006927857,0.00003128269,0.00006492922,0.0001046682],"category_scores_gemma":[0.00002427884,0.0001708947,0.00003705953,0.0002372457,0.00005329547,0.00007776693,0.00006393716,0.0001578684,0.000008533335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608961,"about_ca_system_score_gemma":0.0003472942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244997,"about_ca_topic_score_gemma":0.004099437,"domain_scores_codex":[0.9983265,0.00005664176,0.0003501523,0.000406587,0.0004062997,0.0004538312],"domain_scores_gemma":[0.999285,0.00008361394,0.0001258627,0.000205849,0.0001631177,0.0001365584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003576932,0.001885496,0.9837273,0.0001529294,0.0002396857,0.00002597966,0.007469947,0.00002809659,0.00003129424,0.00001457141,0.0001234358,0.002724368],"study_design_scores_gemma":[0.01690408,0.01350034,0.9665465,0.0005377444,0.0001171108,0.000002969526,0.001478272,0.00007396912,0.00004674198,0.000005303809,0.000632073,0.0001548984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955957,0.0008502628,7.260612e-7,0.0004016868,0.0003273614,0.00194438,0.00004931568,0.00002384246,0.0008067019],"genre_scores_gemma":[0.9988097,0.00009800489,0.0001016724,0.0003391899,0.00005541925,0.0001429748,0.00002715958,0.00002739597,0.0003984642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718077,"threshold_uncertainty_score":0.6968883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479511636684681,"score_gpt":0.3025644789710593,"score_spread":0.2777693626042125,"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."}}