{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002080584,0.0001515124,0.000640839,0.0003115002,0.00003070218,0.000003456595,0.0000429487,0.0001194794,0.00002169352],"category_scores_gemma":[0.00008941153,0.0001415637,0.00004723001,0.0004114849,0.0001481019,0.00005379393,0.00003375779,0.0003671045,0.00000102153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035949,"about_ca_system_score_gemma":0.0003264058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001996511,"about_ca_topic_score_gemma":0.00008467071,"domain_scores_codex":[0.9983782,0.0002345314,0.0005938011,0.0003121872,0.000164725,0.0003165613],"domain_scores_gemma":[0.9993396,0.00006684905,0.0001844126,0.0001556591,0.0001256067,0.000127894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009208747,0.00157931,0.9876506,0.0006181099,0.00001514261,0.0003348899,0.001300425,0.00001195119,0.0006187839,0.000009283553,0.0005388287,0.00640175],"study_design_scores_gemma":[0.02025094,0.004738288,0.9657068,0.0003349478,0.00007126353,0.00002412454,0.002011403,0.001444433,0.003832762,0.0001343982,0.001310535,0.0001401426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949189,0.002049301,0.0001599926,0.0004629398,0.0004913528,0.0006097023,0.00002496114,0.00001405425,0.001268759],"genre_scores_gemma":[0.9869263,0.0001332971,0.01253156,0.0001392151,0.00003285462,0.00004867845,0.00009664467,0.00001982825,0.00007164969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194389,"threshold_uncertainty_score":0.57728,"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."}}