{"id":"W4309362310","doi":"10.1080/00016489.2022.2140823","title":"Dynamic changes of hematological indices in oropharyngeal cancer patients treated with radiotherapy","year":2022,"lang":"en","type":"article","venue":"Acta Oto-Laryngologica","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Health Department of Sichuan Province; Sichuan University; Chengdu Science and Technology Bureau; West China Hospital, Sichuan University; National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; Department of Science and Technology of Sichuan Province; China Postdoctoral Science Foundation","keywords":"Medicine; Internal medicine; White blood cell; Absolute neutrophil count; Gastroenterology; Radiation therapy; Hemoglobin; Lymphocyte; Cancer; Neutrophil to lymphocyte ratio; Proportional hazards model; Oncology; Chemotherapy; Neutropenia","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":[0.0003431074,0.0001805793,0.0002988247,0.0004979427,0.0002754503,0.0004547624,0.0001598734,0.0001785241,0.0006815926],"category_scores_gemma":[0.00158896,0.00009339978,0.0002324961,0.0008640684,0.0001972928,0.0002574692,0.0002690976,0.0003256267,0.0001187927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933745,"about_ca_system_score_gemma":0.0004501845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979891,"about_ca_topic_score_gemma":0.002878036,"domain_scores_codex":[0.9997861,0.00005248562,0.00003102126,0.00003450209,0.00004352306,0.0000524006],"domain_scores_gemma":[0.9992288,0.0001292012,0.0004393548,0.0000331362,0.00008323522,0.0000862413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002428799,0.00002720568,0.9935523,0.0000240446,0.00002791578,0.0001382003,0.00005920207,0.00009877569,0.0003975839,0.00001554057,0.00005812208,0.00535814],"study_design_scores_gemma":[0.000005632966,0.0002070864,0.9982789,0.00001124166,0.00004636984,0.0004883022,0.0001550959,0.0002582349,0.0001814968,0.000052763,0.0003110633,0.000003942658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974205,0.001509088,0.0001528055,0.00004222147,0.000007801694,0.0000128291,0.0002258792,0.000005379927,0.0006233783],"genre_scores_gemma":[0.9992842,0.0003038927,0.00009503125,0.00001184174,0.000008088678,0.000008479951,0.000197166,0.000001153362,0.00009015287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001979891,"threshold_uncertainty_score":0.003936708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083563274307765,"score_gpt":0.2612228293609888,"score_spread":0.2503871966179112,"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."}}