{"id":"W2151325774","doi":"10.1158/1078-0432.ccr-09-0245","title":"Longitudinal Cytokine Expression during IMRT for Prostate Cancer and Acute Treatment Toxicity","year":2009,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Prostate cancer; Cytokine; Toxicity; Biomarker; Oncology; Internal medicine; Tumor necrosis factor alpha; Cancer; Prostate; Radiation therapy; Urine; Acute toxicity; Interleukin 6; Urology; Gastroenterology; Biology","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":[0.0003622587,0.0002459977,0.0003158157,0.0002574648,0.0002039854,0.0003049131,0.0001587647,0.0002253207,0.0007046961],"category_scores_gemma":[0.001020716,0.00009585722,0.0001476048,0.0003187903,0.0001774219,0.0001554682,0.0001670824,0.0003343481,0.0002278948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254097,"about_ca_system_score_gemma":0.0001667648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799786,"about_ca_topic_score_gemma":0.000327465,"domain_scores_codex":[0.9997351,0.00008064444,0.00001758056,0.00006790256,0.00006297448,0.00003582399],"domain_scores_gemma":[0.9993368,0.0001072299,0.0003317372,0.00004283632,0.0000811213,0.000100277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003598614,0.0002671039,0.8664718,0.00008658809,0.00008822325,0.0002436796,0.0002605484,0.000433583,0.1112724,0.00002693892,0.0001616945,0.0170889],"study_design_scores_gemma":[0.00002302122,0.002865719,0.9742172,0.00000796146,0.00006202406,0.0006686414,0.0001073015,0.0007192711,0.02078647,0.00002604293,0.0005069791,0.000009422101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988496,0.0003770623,0.0004720411,0.00001505442,0.000003824685,0.00001805507,0.0001239378,0.000009384203,0.0001309305],"genre_scores_gemma":[0.9991536,0.00008373555,0.0003333136,0.00002224144,0.000009159967,0.00003359417,0.0002201319,0.000002377333,0.000141713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007046961,"threshold_uncertainty_score":0.002357483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1723656878155206,"score_gpt":0.5230518343101851,"score_spread":0.3506861464946645,"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."}}