{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143595,0.0002545883,0.0004852301,0.0001038106,0.00007873448,0.00002084887,0.00007555874,0.0001095624,0.0001307442],"category_scores_gemma":[0.00006310836,0.0002310775,0.00006483684,0.0001825174,0.0001729711,0.00009104956,0.0000483476,0.0001097545,0.000001380957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005920063,"about_ca_system_score_gemma":0.0003004478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984235,"about_ca_topic_score_gemma":0.0001410424,"domain_scores_codex":[0.9983466,0.00009442199,0.0004441756,0.0004283261,0.0002669862,0.0004194886],"domain_scores_gemma":[0.9991404,0.00008542543,0.0001905457,0.0002713134,0.00008852476,0.0002237816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002879614,0.0001626,0.8880666,0.0006607914,0.0001912287,0.00003861189,0.0003107179,0.00005891154,0.08780362,0.0001966141,0.0002174909,0.02200482],"study_design_scores_gemma":[0.004899321,0.0002699576,0.9337355,0.0008718126,0.000392558,0.000006935407,0.00009850281,0.002523453,0.0564601,0.0001541804,0.0002883729,0.0002992335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788513,0.0194196,0.000008110846,0.00008682235,0.0001088045,0.0008669329,0.0001020004,0.00004186993,0.000514544],"genre_scores_gemma":[0.9978502,0.001009424,0.000233664,0.00012548,0.0001074816,0.0005383737,0.0000434976,0.00004342241,0.00004841789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04566894,"threshold_uncertainty_score":0.9423066,"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."}}