{"id":"W4402183327","doi":"10.1200/jco.23.02510","title":"Bladder-Preserving Trimodality Treatment for High-Grade T1 Bladder Cancer: Results From Phase II Protocol NRG Oncology/RTOG 0926","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute; NRG Oncology","keywords":"Medicine; Cystectomy; Bladder cancer; Urology; Radiation therapy; Metastasis; Neutropenia; Surgery; Incidence (geometry); Oncology; Internal medicine; Chemotherapy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034424,0.0009084304,0.001172767,0.000390927,0.0004868298,0.0006046664,0.001387296,0.001576786,0.004667237],"category_scores_gemma":[0.001404377,0.0003406233,0.0008394555,0.0004385637,0.0005023604,0.000398259,0.0003635495,0.001503017,0.001035528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141493,"about_ca_system_score_gemma":0.003205863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018906,"about_ca_topic_score_gemma":0.003075656,"domain_scores_codex":[0.9990264,0.0006787498,0.00004382908,0.00008112457,0.00008245405,0.00008753056],"domain_scores_gemma":[0.9991198,0.0001445602,0.000255256,0.00008919144,0.00008751053,0.0003036249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6307331,0.07217193,0.01452554,0.00362103,0.001726696,0.0003456168,0.0005358859,0.004937827,0.06206498,0.0006920783,0.01485008,0.1937952],"study_design_scores_gemma":[0.6397336,0.3178402,0.02153501,0.0002964367,0.0007262938,0.0004539105,0.00007358723,0.001312936,0.006206414,0.0002954559,0.01148382,0.00004220097],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986491,0.006237837,0.00588493,0.001411397,0.0002084406,0.07460119,0.007221181,0.0002815074,0.00550438],"genre_scores_gemma":[0.8255373,0.007010724,0.02685084,0.005142014,0.0002955621,0.1087114,0.01819904,0.0001261776,0.008126961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004667237,"threshold_uncertainty_score":0.0182054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2444007446082227,"score_gpt":0.5543201257197373,"score_spread":0.3099193811115146,"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."}}