{"id":"W3092865891","doi":"10.1007/s00345-020-03479-3","title":"Pre-therapy serum albumin-to-globulin ratio in patients treated with neoadjuvant chemotherapy and radical nephroureterectomy for upper tract urothelial carcinoma","year":2020,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Medizinische Universität Wien; Universität Wien","keywords":"Medicine; Internal medicine; Chemotherapy; Logistic regression; Gastroenterology; Neoadjuvant therapy; Nephrology; Oncology; Urology; Proportional hazards model; Cancer","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":[0.0003000748,0.0002368166,0.0005785878,0.0003532536,0.00004189042,0.00001779976,0.0001313606,0.0001167987,0.0001128081],"category_scores_gemma":[0.00008793315,0.000175408,0.0001316846,0.0002919971,0.0001313131,0.00008620115,0.00001695268,0.0003089054,0.000001961149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006312504,"about_ca_system_score_gemma":0.0001638244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003787569,"about_ca_topic_score_gemma":0.000008107932,"domain_scores_codex":[0.998385,0.0001198103,0.0006031506,0.0002785542,0.0002600661,0.0003534594],"domain_scores_gemma":[0.9988646,0.0001393686,0.0002615281,0.0001303911,0.0001786017,0.0004255141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0555912,0.0003667977,0.9144146,0.00003436662,0.0001927108,0.0002285222,0.0006495143,0.000006760027,0.001953458,0.000005903381,0.001285922,0.02527026],"study_design_scores_gemma":[0.02451798,0.007544067,0.9392873,0.00004072134,0.0001204525,0.0001416451,0.00001678554,0.000258906,0.003070229,0.000009453036,0.02482167,0.0001707643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863756,0.0004690317,0.0002896589,0.01159509,0.000104919,0.001095271,0.00001561446,0.00001554899,0.00003931643],"genre_scores_gemma":[0.9859143,0.00004727656,0.002299008,0.01121624,0.0004214693,0.0000213189,0.000007782514,0.00004673509,0.00002588612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107322,"threshold_uncertainty_score":0.7152931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104542492305553,"score_gpt":0.2460692222341372,"score_spread":0.2350237973110817,"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."}}