{"id":"W4413126067","doi":"10.5194/egusphere-2025-3396-ac3","title":"Reply on CEC2","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002260767,0.0009282331,0.0008912617,0.001046763,0.003015744,0.004713126,0.00238923,0.02007546,0.1734292],"category_scores_gemma":[0.01838699,0.0004881004,0.001230944,0.0007655122,0.001680171,0.003844771,0.002580358,0.01741273,0.1105396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002868619,"about_ca_system_score_gemma":0.003061997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081579,"about_ca_topic_score_gemma":0.007712569,"domain_scores_codex":[0.9981112,0.0003087594,0.000154323,0.000374868,0.0006891676,0.0003616158],"domain_scores_gemma":[0.9947247,0.001460643,0.000186385,0.0003224841,0.002382694,0.0009231033],"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":[0.00001060506,0.000003786531,0.00003027537,0.00001155583,0.000001066023,0.00004317767,0.000007008965,0.000003861386,0.00002086312,0.0004340684,0.9969929,0.002440679],"study_design_scores_gemma":[0.00000933185,0.000006455741,0.0001656383,0.00003687747,0.000001807439,0.00004587847,0.00004033507,0.00002103549,0.00005085292,0.0004546136,0.9991601,0.000007042962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002845698,0.001779293,0.0003031493,0.6925944,0.2520062,0.00009899916,0.0008544714,0.0004384086,0.05164051],"genre_scores_gemma":[0.002771106,0.001030576,0.0002358819,0.75085,0.05995575,0.0001498069,0.0003553703,0.0002427872,0.1844088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1734292,"threshold_uncertainty_score":0.5801784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055595280947484,"score_gpt":0.3613032272099114,"score_spread":0.3207472744004366,"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."}}