{"id":"W1983105682","doi":"10.5489/cuaj.363","title":"Transurethral resection and degeneration of bladder tumour","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bladder cancer; Stage (stratigraphy); Surgery; Degeneration (medical); Urology; Resection; Complication; Cancer; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989973,0.000173765,0.0003407237,0.0001879128,0.0001210549,0.0001892576,0.0001236819,0.00017477,0.0007663833],"category_scores_gemma":[0.0006336328,0.00006394752,0.0003604136,0.0001567957,0.0002716196,0.0001730148,0.0002287092,0.0002372205,0.0001424285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505539,"about_ca_system_score_gemma":0.0002477934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790701,"about_ca_topic_score_gemma":0.000403575,"domain_scores_codex":[0.9998071,0.00005934556,0.00002246559,0.00003621198,0.00004282387,0.00003222392],"domain_scores_gemma":[0.999377,0.0001213217,0.0002599031,0.00003909497,0.00003500973,0.0001676964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01495781,0.001166222,0.6802466,0.001118421,0.0006899115,0.001999995,0.0002579826,0.001160018,0.05311578,0.000153565,0.0003893924,0.2447443],"study_design_scores_gemma":[0.0004131249,0.0446551,0.917599,0.0001668919,0.0003496262,0.01975572,0.0001681839,0.0008356853,0.01263986,0.00008263474,0.003314141,0.00002003791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885644,0.01050918,0.0002974478,0.00003759363,0.00001522239,0.00001074137,0.00002672882,0.00001359429,0.000525047],"genre_scores_gemma":[0.9984304,0.001151416,0.0001331496,0.00003558407,0.00002000571,0.00000434542,0.00008394357,0.000001402064,0.0001397173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007663833,"threshold_uncertainty_score":0.002638996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137620439913613,"score_gpt":0.2333498450426281,"score_spread":0.2195878010512668,"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."}}