{"id":"W4389861904","doi":"10.1111/bju.16269","title":"Long‐term outcomes and cost savings of office fulguration of papillary Ta low‐grade bladder cancer","year":2023,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Fulguration; Medicine; Bladder cancer; Interquartile range; Confidence interval; Incidence (geometry); Cumulative incidence; Pathological; Retrospective cohort study; Surgery; Urology; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005878407,0.0001403616,0.0002769096,0.0002689125,0.0002512845,0.0005832188,0.0002431172,0.0003131531,0.0007621584],"category_scores_gemma":[0.002688452,0.0000762791,0.000520888,0.0003435757,0.0002586443,0.0003466964,0.0003362832,0.0003461704,0.00008076768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009626875,"about_ca_system_score_gemma":0.0004004564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749481,"about_ca_topic_score_gemma":0.005171147,"domain_scores_codex":[0.9995816,0.0001249943,0.000041302,0.00005296428,0.00007838153,0.0001206593],"domain_scores_gemma":[0.9979857,0.0003338642,0.001088792,0.0000650072,0.0001024048,0.0004241088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004253986,0.0005833774,0.9477803,0.00007838034,0.0003272426,0.0004372085,0.000126657,0.000916567,0.0008152901,0.00008480287,0.0002855001,0.04431072],"study_design_scores_gemma":[0.0001003857,0.004155878,0.9926476,0.00003154183,0.0002018773,0.001153474,0.0001961141,0.0008516616,0.000250054,0.00005511779,0.0003455559,0.00001084208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991282,0.0005658867,0.00003800404,0.00004939066,0.000004174741,0.000003576288,0.00004361995,8.761999e-7,0.0001664217],"genre_scores_gemma":[0.999738,0.0001043554,0.00002284377,0.00001611105,0.00001101235,0.000001945431,0.00006669491,3.8568e-7,0.00003869558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749481,"threshold_uncertainty_score":0.00698483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240815039955857,"score_gpt":0.3064599752745277,"score_spread":0.2823784712789421,"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."}}