{"id":"W4404102408","doi":"10.5194/egusphere-2024-1864-ac1","title":"Reply on CEC1","year":2024,"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":"University of Toronto","funders":"","keywords":"Computer science","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":[0.003875927,0.0008496625,0.001015888,0.001481281,0.002943182,0.004044298,0.00239739,0.02118972,0.1638171],"category_scores_gemma":[0.0408281,0.0005079228,0.001396009,0.0009810546,0.001875669,0.00396649,0.00265858,0.01517239,0.110054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469477,"about_ca_system_score_gemma":0.003909006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006870402,"about_ca_topic_score_gemma":0.009128191,"domain_scores_codex":[0.9971317,0.0004821579,0.0002839542,0.0004020318,0.001219056,0.0004810411],"domain_scores_gemma":[0.9847103,0.004167323,0.0004909573,0.0006241754,0.007590561,0.002416694],"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":[0.000007720473,0.000002616296,0.00002772539,0.00001197629,9.209822e-7,0.00003835551,0.000006571147,0.000002739398,0.00001489303,0.0002052203,0.998307,0.001374206],"study_design_scores_gemma":[0.00001193295,0.000008318411,0.0002405529,0.0000621541,0.000002800331,0.00008432757,0.00004731508,0.00002041442,0.00006214664,0.0004478979,0.9990006,0.00001146471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002083218,0.001068248,0.0003038392,0.8043227,0.1683961,0.0001045463,0.001066693,0.0005875669,0.02394194],"genre_scores_gemma":[0.0018816,0.0007494682,0.0002823861,0.8436586,0.05270312,0.0001638947,0.0004641468,0.0003401593,0.09975661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1638171,"threshold_uncertainty_score":0.5480227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820807403544519,"score_gpt":0.3626413862881889,"score_spread":0.3144333122527437,"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."}}