{"id":"W3124793992","doi":"10.1007/s00345-020-03586-1","title":"Prognostic value of albumin to globulin ratio in non-muscle-invasive bladder cancer","year":2021,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Medizinische Universität Wien","keywords":"Medicine; Bladder cancer; Internal medicine; Proportional hazards model; Nephrology; Urology; Subgroup analysis; Gastroenterology; Albumin; Globulin; Cancer; Surgery; 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":[0.0005666204,0.0001510803,0.0005290398,0.0005675867,0.0000189415,0.000007021663,0.0001486837,0.00009957312,0.0004490216],"category_scores_gemma":[0.001053062,0.0001390245,0.0001690373,0.0007197731,0.0001104607,0.00005964773,0.00007680756,0.0003356748,0.00001374207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526843,"about_ca_system_score_gemma":0.001241759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603691,"about_ca_topic_score_gemma":0.0005203318,"domain_scores_codex":[0.998152,0.0001612932,0.0008457907,0.0001979009,0.0003290765,0.0003139744],"domain_scores_gemma":[0.9981609,0.0003957639,0.0003741611,0.0002113568,0.0006164467,0.0002413621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0026523,0.0007801464,0.8771309,0.000292697,0.0007809622,0.007588896,0.001225985,0.0008019164,0.07852556,0.0002802855,0.01153096,0.01840944],"study_design_scores_gemma":[0.003217641,0.0006414103,0.9664854,0.0004720426,0.0006038109,0.0004645398,0.0001994966,0.0001845925,0.01915331,0.0002532275,0.008141262,0.0001832605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840128,0.00359937,0.0003956139,0.009448019,0.0008147297,0.0003599946,0.000008079865,0.000006589062,0.001354787],"genre_scores_gemma":[0.9933224,0.0001609535,0.002626801,0.003176083,0.0003140692,0.00001808756,0.000002703918,0.00002219872,0.0003567519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08935455,"threshold_uncertainty_score":0.5669255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073985752779408,"score_gpt":0.2846385092819281,"score_spread":0.273898651754134,"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."}}