{"id":"W2124300655","doi":"10.1016/j.ijrobp.2007.07.1418","title":"Hypofractionated Chemoradiotherapy for Muscle Invasive Bladder Cancer in Elderly Patients","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation","funders":"","keywords":"Medicine; Bladder cancer; Carboplatin; Regimen; Radiation therapy; Population; Chemoradiotherapy; Gemcitabine; Chemotherapy; Cancer; Progressive disease; Performance status; Surgery; Internal medicine; Oncology; Cisplatin","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":[0.0001969768,0.0001519306,0.000400651,0.0001871273,0.0003022933,0.0002037515,0.0001198844,0.000204268,0.0007345358],"category_scores_gemma":[0.0007409271,0.00009326691,0.000437705,0.0003064475,0.00009745699,0.000203399,0.0001741052,0.000168538,0.00009423284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882036,"about_ca_system_score_gemma":0.0004411995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393128,"about_ca_topic_score_gemma":0.008106227,"domain_scores_codex":[0.9999274,0.00001550466,0.000008486461,0.0000100239,0.00001232842,0.00002626649],"domain_scores_gemma":[0.999816,0.000039392,0.00005510965,0.000007499462,0.00001767335,0.00006446142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00625603,0.0003921597,0.9334558,0.0001692943,0.0003343061,0.00259472,0.0004331525,0.0006298519,0.008898118,0.00007413213,0.000914658,0.04584768],"study_design_scores_gemma":[0.0001383038,0.002515951,0.993377,0.00001626686,0.000278487,0.0018807,0.0001593621,0.0002361542,0.0004409889,0.00004917488,0.00090153,0.000005980958],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977096,0.001488918,0.00004724645,0.00008969204,0.00001241774,0.000008502418,0.00006659121,0.000003032545,0.0005739549],"genre_scores_gemma":[0.9989926,0.0005048988,0.00006460988,0.00009867447,0.00002865933,0.000006033188,0.00008158501,0.000001283489,0.0002215649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003393128,"threshold_uncertainty_score":0.006746709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207307591239582,"score_gpt":0.354812152375337,"score_spread":0.3327390764629412,"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."}}