{"id":"W3029752697","doi":"10.1007/s10147-020-01690-1","title":"Prognostic value of preoperative hematologic biomarkers in urothelial carcinoma of the bladder treated with radical cystectomy: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"International Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Hazard ratio; Meta-analysis; Internal medicine; Oncology; Confidence interval; Surgical oncology; Urology; Neutrophil to lymphocyte ratio; Carcinoma; Cancer; Lymphocyte","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":[0.001476946,0.0003665725,0.01315454,0.0003368236,0.00001303139,0.000007878572,0.0005237294,0.0003397413,0.0001390233],"category_scores_gemma":[0.002938125,0.0001552077,0.003422785,0.000655365,0.0004639779,0.00004698312,0.0001014885,0.0007219974,0.000001852517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843537,"about_ca_system_score_gemma":0.002521837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005535276,"about_ca_topic_score_gemma":0.000026529,"domain_scores_codex":[0.9917057,0.002473038,0.004625722,0.0003299148,0.0007240282,0.0001416133],"domain_scores_gemma":[0.9913925,0.002681208,0.004757289,0.0002746194,0.0007253747,0.0001690046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001197604,0.001546644,0.009661635,0.1749743,0.8074831,0.001607848,0.0001133585,0.000002406198,3.467852e-7,0.000118591,0.00007461751,0.003219557],"study_design_scores_gemma":[0.003126958,0.003503081,0.001119232,0.03273435,0.9542526,0.0023289,0.00002282492,0.00001385691,0.000003756162,0.0000179203,0.002739026,0.0001374968],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006966762,0.9940982,0.00002685345,0.002032094,0.0001133906,0.002739799,0.0001239522,0.000003326178,0.0001657432],"genre_scores_gemma":[0.05350339,0.9450459,0.0003917558,0.0007253668,0.00008740929,0.0001539959,0.00001090311,0.000028397,0.00005291928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1467695,"threshold_uncertainty_score":0.8992179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374846774212293,"score_gpt":0.4598249686503109,"score_spread":0.3223402912290816,"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."}}