{"id":"W4360605996","doi":"10.1097/ju.0000000000003354.08","title":"PD44-08 BENEFIT OF WHOLE-PELVIS RADIATION FOR PATIENTS WITH MUSCLE-INVASIVE BLADDER CANCER: AN INVERSE PROBABILITY TREATMENT WEIGHTED ANALYSIS","year":2023,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Art history; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007812887,0.0006287951,0.001688295,0.0007993603,0.0003192182,0.001360833,0.0009708557,0.00098251,0.01383209],"category_scores_gemma":[0.02436879,0.0003918307,0.008709313,0.0009567518,0.0003786193,0.001065726,0.001254734,0.002473362,0.001249299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301848,"about_ca_system_score_gemma":0.001594853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006677823,"about_ca_topic_score_gemma":0.007843363,"domain_scores_codex":[0.9945843,0.003339616,0.000243086,0.0005411456,0.001051211,0.0002407779],"domain_scores_gemma":[0.986949,0.008301984,0.001720853,0.001071696,0.001343941,0.0006124894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1216664,0.0008468403,0.2341413,0.004231802,0.06905029,0.0003827831,0.0002269938,0.03442284,0.002210797,0.008284817,0.07168763,0.4528475],"study_design_scores_gemma":[0.02474569,0.02115344,0.626239,0.002220568,0.1246536,0.001246884,0.0006662973,0.08386843,0.002398185,0.02245746,0.08987627,0.0004742497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.782735,0.05066903,0.05538332,0.01717809,0.00253634,0.002338051,0.03127225,0.0005040895,0.05738377],"genre_scores_gemma":[0.9573987,0.004842612,0.008927728,0.003350832,0.001058105,0.0007813847,0.00951102,0.0004349783,0.01369454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383209,"threshold_uncertainty_score":0.04627293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207720632226829,"score_gpt":0.2821370107107835,"score_spread":0.2613649474881006,"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."}}