{"id":"W2890623291","doi":"10.1177/0194599818800297","title":"C‐reactive Protein in HPV‐Positive and HPV‐Negative Oropharyngeal Cancer","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Aurora Research Institute","keywords":"Medicine; Internal medicine; Oncology; Proportional hazards model; Cancer; C-reactive protein; Logistic regression; Survival analysis; Cohort; Prospective cohort study; Multivariate analysis; Gastroenterology; Inflammation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002262622,0.0002343426,0.0004515923,0.0002337775,0.00009163604,0.00001044207,0.00008620561,0.0002253444,0.0008052933],"category_scores_gemma":[0.0002382029,0.0002158986,0.00005745524,0.0002753834,0.0007527502,0.0001946613,0.0001245227,0.0002885493,0.00006992109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211487,"about_ca_system_score_gemma":0.0001959976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004344833,"about_ca_topic_score_gemma":0.000226572,"domain_scores_codex":[0.9984154,0.0002174467,0.0002670477,0.0004428306,0.0001652161,0.0004920831],"domain_scores_gemma":[0.999146,0.0001127272,0.0001127883,0.0002228587,0.0001842252,0.0002213654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003655465,0.0003872732,0.9440615,0.0001581746,0.0003665985,0.0005943995,0.003057516,3.832966e-8,0.03848013,0.0009066819,0.0009297861,0.007402433],"study_design_scores_gemma":[0.002119296,0.0005134621,0.9051071,0.0001163444,0.000087482,0.0001076974,0.0002349727,0.00008845922,0.09067097,0.0002624799,0.0004841601,0.0002075636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786039,0.0004882365,0.00001884725,0.0008221355,0.0001770745,0.00140906,0.00003926067,0.00004742236,0.01839409],"genre_scores_gemma":[0.9964276,0.00001840301,0.001126546,0.001176443,0.0003289967,0.0006097844,0.00001319975,0.00003584955,0.0002632077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05219084,"threshold_uncertainty_score":0.8817397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150855464607331,"score_gpt":0.2861039350889416,"score_spread":0.2745953804428683,"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."}}