{"id":"W4283762101","doi":"10.3389/fonc.2022.907975","title":"A Systematic Review and Meta-Analysis of Prognostic Nomograms After UTUC Surgery","year":2022,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"European Association of Urology","keywords":"Nomogram; Medicine; Meta-analysis; Confidence interval; Oncology; MEDLINE; Internal medicine; Systematic review","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009540916,0.0004231368,0.01979,0.001047536,0.00002134982,0.000005288908,0.000138407,0.0002511161,0.001335138],"category_scores_gemma":[0.0003880203,0.0002765743,0.003342388,0.001572286,0.0001071455,0.00002480842,0.00008813525,0.0003614632,0.000003804193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004586786,"about_ca_system_score_gemma":0.0006617179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004419203,"about_ca_topic_score_gemma":0.00002579631,"domain_scores_codex":[0.9962499,0.001085089,0.001614182,0.0005096357,0.000264179,0.0002770204],"domain_scores_gemma":[0.9976425,0.0007945159,0.0008276685,0.0005828392,0.00004171535,0.0001107995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000169906,0.0002084987,0.0003063648,0.7091094,0.2672722,0.0002777299,0.00003903384,3.357769e-8,3.891072e-10,9.179923e-7,0.001548305,0.02122055],"study_design_scores_gemma":[0.0001084068,0.0001605721,0.00001352659,0.01454341,0.7157201,0.00007906013,0.00001732275,7.722073e-7,3.742379e-9,0.000004005873,0.2692225,0.0001302931],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.739751e-7,0.9944585,0.00002595739,0.0001025695,0.0002536662,0.004636576,0.0002113147,0.00001429176,0.0002965424],"genre_scores_gemma":[0.000006538537,0.9896271,0.0004944052,0.0006346727,0.00001629104,0.008325011,0.0002439815,0.00004285595,0.0006091648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.694566,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0910238672182798,"score_gpt":0.3749767539254796,"score_spread":0.2839528867071998,"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."}}