{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002534481,0.0002408208,0.0003446731,0.00006783697,0.0000624326,0.00003705805,0.0001679672,0.0001730282,0.0009763116],"category_scores_gemma":[0.00003127172,0.0001483913,0.0001622487,0.000155283,0.00004263285,0.00001743388,0.00007379608,0.0008343467,0.0007022428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010166,"about_ca_system_score_gemma":0.0003753903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036158,"about_ca_topic_score_gemma":0.00001027838,"domain_scores_codex":[0.9985709,0.0002821733,0.0001471656,0.0003255974,0.0003873706,0.0002868042],"domain_scores_gemma":[0.9988914,0.000126044,0.00003934513,0.0007771836,0.00007806462,0.00008792266],"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":[0.001294067,0.00003497556,0.00004967356,0.00001980698,0.0001854829,0.001143106,0.0002492232,2.169019e-7,0.0003480769,0.000002277457,0.9940993,0.002573834],"study_design_scores_gemma":[0.0008516466,0.0001479047,0.004134845,0.0002332723,0.0002063904,0.002102998,0.00002877199,3.6476e-7,0.0001151974,0.00002204682,0.9920132,0.0001434258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001139311,0.0003745317,0.00001672341,0.9902971,0.0003455611,0.0004411207,0.0003184039,0.00005965292,0.007007592],"genre_scores_gemma":[0.002784607,0.0000281152,0.00006753612,0.9515339,0.001223058,0.00007509091,0.0002193884,0.00007262269,0.04399575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03876327,"threshold_uncertainty_score":0.9999369,"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."}}