{"id":"W2077936479","doi":"10.1016/j.eururo.2013.03.059","title":"Photodynamic Diagnosis of Non–muscle-invasive Bladder Cancer with Hexaminolevulinate Cystoscopy: A Meta-analysis of Detection and Recurrence Based on Raw Data","year":2013,"lang":"en","type":"review","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":450,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Cystoscopy; Bladder cancer; Carcinoma in situ; Confidence interval; Odds ratio; Urology; Relative risk; Meta-analysis; Carcinoma; Prospective cohort study; Cancer; Internal medicine; Surgery; Urinary system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003443226,0.0005641264,0.003861189,0.0007172428,0.00004375785,0.00001056007,0.0003942465,0.0001572406,0.0006008014],"category_scores_gemma":[0.0001066789,0.0003607323,0.0006345832,0.0008154623,0.000269416,0.00005800097,0.0001551416,0.0003913505,0.00002173447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000539356,"about_ca_system_score_gemma":0.0003060188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005839695,"about_ca_topic_score_gemma":0.0004282393,"domain_scores_codex":[0.9968039,0.000840688,0.0007521535,0.00102259,0.0002965256,0.0002841471],"domain_scores_gemma":[0.9966131,0.0005687601,0.0009425955,0.001566459,0.0001746184,0.0001344354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003987754,0.0006411849,0.000335002,0.008077653,0.2222311,0.0002255624,0.000134771,0.0001539394,0.00005094582,0.000001830248,0.0001916074,0.7675577],"study_design_scores_gemma":[0.001477236,0.003765653,0.002839298,0.0009703294,0.9197581,0.00002820956,0.000008099067,0.0009350302,0.0001071669,8.804099e-7,0.06968186,0.0004281189],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0013574,0.9938762,0.0002662298,0.00007147532,0.0001159935,0.00172012,0.001498072,0.00002605805,0.001068418],"genre_scores_gemma":[0.07401942,0.9243301,0.0001654418,0.000315423,0.00005434153,0.0003839929,0.0005217536,0.0001065142,0.0001030502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7671295,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176507442470511,"score_gpt":0.3583073433956708,"score_spread":0.2406565991486196,"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."}}