{"id":"W3169572679","doi":"10.1016/j.ijrobp.2021.01.057","title":"In Reply to Khalifa and Sargos","year":2021,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Atezolizumab; Scopus; Bladder cancer; Medicine; Internal medicine; Oncology; Cancer; MEDLINE; Biology; Pembrolizumab; Immunotherapy","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":[0.004599146,0.001294495,0.002110209,0.001041726,0.00782745,0.006422946,0.002663664,0.1056214,0.009656581],"category_scores_gemma":[0.03578534,0.001273428,0.001500434,0.001037917,0.003534993,0.004432233,0.00348614,0.06690306,0.008774247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006032061,"about_ca_system_score_gemma":0.005990142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006574425,"about_ca_topic_score_gemma":0.01020979,"domain_scores_codex":[0.9961523,0.0008887282,0.000426642,0.0005473876,0.001014124,0.0009707749],"domain_scores_gemma":[0.9884427,0.006246315,0.0009283464,0.0003143502,0.001616456,0.002451771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003378313,0.00001256752,0.0002749093,0.00003989002,0.00001254635,0.001268754,0.0001792422,0.00002574474,0.0000571166,0.001283643,0.9948906,0.001921262],"study_design_scores_gemma":[0.00009541604,0.00005162697,0.001196629,0.0004080221,0.00005494106,0.002420896,0.001257648,0.0002539807,0.0001830202,0.005984078,0.9880089,0.00008481187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001658588,0.001040226,0.0000282234,0.9695113,0.02797716,0.000006285413,0.00002082625,0.00001006052,0.001240119],"genre_scores_gemma":[0.001389051,0.0005085686,0.00003659166,0.9715631,0.02260539,0.00001492565,0.00001226782,0.00001073334,0.003859335],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1056214,"threshold_uncertainty_score":0.0437659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637265046618509,"score_gpt":0.3442559944037826,"score_spread":0.3178833439375975,"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."}}