{"id":"W3209816014","doi":"10.1016/j.breast.2021.10.007","title":"Response to Soran et al.","year":2021,"lang":"en","type":"letter","venue":"The Breast","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine","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":[0.002726193,0.000989665,0.001468929,0.0008372128,0.005205611,0.004034119,0.001974635,0.0492727,0.01415042],"category_scores_gemma":[0.01679594,0.0006011998,0.001204472,0.0007535319,0.002148337,0.003446228,0.001584966,0.0331147,0.01213589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004578191,"about_ca_system_score_gemma":0.005909374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123477,"about_ca_topic_score_gemma":0.0209911,"domain_scores_codex":[0.9976823,0.0006358261,0.0001854868,0.0002989781,0.0006828016,0.0005144647],"domain_scores_gemma":[0.9964041,0.001268351,0.0002144081,0.00008581547,0.0009073464,0.00112009],"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":[0.00004596374,0.00002183283,0.0002057635,0.00002381847,0.000005370568,0.0009284414,0.0000479132,0.00003372646,0.00003930798,0.00068436,0.9954917,0.002471735],"study_design_scores_gemma":[0.0001268016,0.00007442027,0.001023807,0.0003012504,0.00002268528,0.002104079,0.0005119291,0.0003877871,0.0001456113,0.00542091,0.9898212,0.00005938238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002410948,0.0008981929,0.00004001997,0.9790707,0.01481282,0.00001780906,0.0001006137,0.00003635279,0.004782458],"genre_scores_gemma":[0.001567428,0.000605463,0.00007239653,0.9775096,0.01185958,0.00003285237,0.00004875785,0.00001731222,0.008286517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0492727,"threshold_uncertainty_score":0.04733783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551760267645619,"score_gpt":0.2994584435059133,"score_spread":0.2739408408294571,"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."}}