{"id":"W3174531055","doi":"10.3389/fonc.2021.699668","title":"Predictive Value of Skeletal Muscle Mass in Recurrent/Metastatic Head and Neck Squamous Cell Carcinoma Patients Treated With Immune Checkpoint Inhibitors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Departament de Salut, Generalitat de Catalunya","keywords":"Medicine; Head and neck squamous-cell carcinoma; Common Terminology Criteria for Adverse Events; Internal medicine; Adverse effect; Proportional hazards model; Oncology; Univariate analysis; Head and neck cancer; Cohort; Retrospective cohort study; Hazard ratio; Gastroenterology; Cancer; Multivariate analysis; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004687839,0.0002195974,0.0002984472,0.0005448319,0.0002698548,0.0003866371,0.0002951287,0.0002872676,0.001384894],"category_scores_gemma":[0.001718044,0.000110376,0.0003478604,0.0005642285,0.0002215577,0.0002163346,0.0003151011,0.000417719,0.0001658674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661798,"about_ca_system_score_gemma":0.0002168347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506393,"about_ca_topic_score_gemma":0.002619752,"domain_scores_codex":[0.99981,0.00003881458,0.00002759499,0.00004335368,0.00004770206,0.00003254307],"domain_scores_gemma":[0.9988,0.0002267102,0.0006012744,0.00003921904,0.0001310098,0.0002017608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009743307,0.000008569144,0.9989873,0.000003775949,0.00001460669,0.00002832688,0.000005401771,0.00003085496,0.0001157204,0.000002216669,0.00002397505,0.0006819312],"study_design_scores_gemma":[0.000004966601,0.0001107227,0.9991587,0.000004188444,0.00002769112,0.0002612308,0.00004270217,0.0002265799,0.00007206394,0.000008852295,0.00008071871,0.000001422998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999102,0.0003668521,0.00003365982,0.00002855141,0.000005042103,0.00000532076,0.0001686881,0.000002247396,0.0002877618],"genre_scores_gemma":[0.9996451,0.00006776617,0.00003952056,0.00001031319,0.000008812631,0.000003880268,0.0001680673,7.136737e-7,0.00005577622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001506393,"threshold_uncertainty_score":0.00463289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362385753760048,"score_gpt":0.2816791032150677,"score_spread":0.2680552456774672,"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."}}