{"id":"W4403089337","doi":"10.1200/jco.23.02718","title":"Benefit of Whole-Pelvis Radiation for Patients With Muscle-Invasive Bladder Cancer: An Inverse Probability Treatment Weighted Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Sherbrooke; University of Toronto; Western University; Princess Margaret Cancer Centre; University of Calgary; Queen's University; McMaster University; University of British Columbia; McGill University Health Centre; University of Ottawa; Ottawa Hospital; University Health Network","funders":"","keywords":"Medicine; Bladder cancer; Pelvis; Radiation therapy; Radiology; 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":[0.007983733,0.0006662828,0.001067107,0.0007552185,0.0002706984,0.0009075722,0.001350547,0.0004639726,0.001676505],"category_scores_gemma":[0.02201214,0.0002295765,0.003593789,0.0008227865,0.0004095028,0.0006344002,0.0007085037,0.0008373357,0.0001088141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740202,"about_ca_system_score_gemma":0.001935717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04734049,"about_ca_topic_score_gemma":0.03859683,"domain_scores_codex":[0.9964599,0.001871903,0.0002188632,0.0006907829,0.0005543222,0.0002042593],"domain_scores_gemma":[0.9915901,0.005391114,0.001481339,0.0007312031,0.0005187751,0.00028747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0140068,0.0002550251,0.7955542,0.0006162566,0.01835502,0.0001700912,0.0001799246,0.03218125,0.001285873,0.001734431,0.00248219,0.133179],"study_design_scores_gemma":[0.001558424,0.003732855,0.6534617,0.0002175508,0.02387061,0.0005363471,0.0003278295,0.3033969,0.001299584,0.004465154,0.007006576,0.000126526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740435,0.003978539,0.01760699,0.0008072528,0.00007151307,0.0002190377,0.001548912,0.00006246839,0.001661765],"genre_scores_gemma":[0.9961367,0.0002733664,0.00231784,0.0001054549,0.00003882218,0.00004200278,0.0007291419,0.00002313198,0.0003334866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04734049,"threshold_uncertainty_score":0.09412986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07479623176472212,"score_gpt":0.4242928272179319,"score_spread":0.3494965954532098,"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."}}