{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523456,0.0002928246,0.0003545029,0.0002789922,0.0003194761,0.0004588766,0.0004957093,0.0004507429,0.001042458],"category_scores_gemma":[0.001905934,0.0001417009,0.0006022563,0.0004856799,0.0003267951,0.0002900372,0.0003947664,0.0005773506,0.0001579974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120641,"about_ca_system_score_gemma":0.0005831459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005991187,"about_ca_topic_score_gemma":0.01253966,"domain_scores_codex":[0.9994786,0.0002601264,0.00004443889,0.00006041608,0.00008676203,0.00006967337],"domain_scores_gemma":[0.998804,0.0001776339,0.0004585565,0.0001407908,0.0001128171,0.0003061751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006178494,0.0003879202,0.9872659,0.00004208936,0.0003998779,0.00003268007,0.00007357588,0.00008203139,0.0002710695,0.00002018032,0.0004927642,0.00475348],"study_design_scores_gemma":[0.000298921,0.001282262,0.99766,0.000009208995,0.0001828583,0.00004118566,0.00004846355,0.00008456289,0.00005791864,0.00001316546,0.0003172556,0.000004098132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986966,0.0005492477,0.00002085908,0.00008256523,0.00001093031,0.00002906242,0.0003052984,0.000001755745,0.0003036439],"genre_scores_gemma":[0.9988795,0.0001737845,0.00004021656,0.00005608359,0.00001749226,0.00002414712,0.0006137242,9.096711e-7,0.000194071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005991187,"threshold_uncertainty_score":0.01191264,"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."}}