{"id":"W1559340156","doi":"10.1002/cncr.29100","title":"Prognostic value of pretreatment circulating neutrophils, monocytes, and lymphocytes in oropharyngeal cancer stratified by human papillomavirus status","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Hazard ratio; Cohort; Human papillomavirus; Cervical cancer; Cancer; Multivariate analysis; Oncology; 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":[0.0003441253,0.0001634382,0.0002413209,0.0002963007,0.0001809637,0.0003338353,0.0001844617,0.0002598785,0.001058],"category_scores_gemma":[0.001742389,0.00009035308,0.0001723213,0.0003199306,0.000201932,0.000209009,0.0001807371,0.000294375,0.000139268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721178,"about_ca_system_score_gemma":0.0003459468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957132,"about_ca_topic_score_gemma":0.002534347,"domain_scores_codex":[0.999837,0.00004335411,0.00001619682,0.00003218916,0.00003031483,0.00004089937],"domain_scores_gemma":[0.99907,0.0002306332,0.0003511203,0.00004291253,0.0001094274,0.0001959766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462337,0.00001054806,0.9979638,0.00000524938,0.00001418887,0.00004461799,0.000009116938,0.00003752706,0.000277965,0.000004148758,0.00003828076,0.001348195],"study_design_scores_gemma":[0.000008338807,0.0001378156,0.998744,0.000005080167,0.00003333608,0.0003432781,0.00004929442,0.0002624783,0.0002445179,0.0000183109,0.0001511778,0.000002312485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993049,0.0003887328,0.00003503774,0.00002231011,0.000003485432,0.000003615573,0.00009072613,0.000001536876,0.0001496243],"genre_scores_gemma":[0.9997359,0.00005323819,0.0000325504,0.000006000308,0.000004815849,0.000002482138,0.0001177935,4.473385e-7,0.0000467024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957132,"threshold_uncertainty_score":0.003891468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135278746634467,"score_gpt":0.2965553213808512,"score_spread":0.2830274467174045,"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."}}