{"id":"W4409496667","doi":"10.5194/gmd-2024-215-ac1","title":"Reply on CEC1","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":"Queen's University","funders":"","keywords":"Environmental 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":[0.002332462,0.001078572,0.001239112,0.001113985,0.003256301,0.003653372,0.003161397,0.02882699,0.1237756],"category_scores_gemma":[0.02036795,0.0006996421,0.001407146,0.0008073436,0.002345121,0.003875943,0.003039596,0.02424949,0.0804329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242687,"about_ca_system_score_gemma":0.002386802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618369,"about_ca_topic_score_gemma":0.007502307,"domain_scores_codex":[0.998102,0.0003953213,0.0001971902,0.0003287521,0.0006485868,0.0003282076],"domain_scores_gemma":[0.9946155,0.001756672,0.0002610418,0.0003155607,0.002174574,0.0008766503],"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":[0.00001205271,0.000003518065,0.00004180813,0.0000132017,0.000001653189,0.00008171618,0.000009392257,0.00000413105,0.00002281536,0.0002695434,0.9978762,0.001664079],"study_design_scores_gemma":[0.00001570618,0.00001018846,0.0002765812,0.00005756203,0.000003138989,0.0001138696,0.00006844036,0.00003699214,0.00007116692,0.0005841095,0.9987499,0.00001234772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002248101,0.00138843,0.0001941253,0.8422778,0.1352222,0.00007082793,0.000407367,0.0003148209,0.01989974],"genre_scores_gemma":[0.002470527,0.000724207,0.0001634035,0.8813297,0.03915489,0.0001272455,0.000188896,0.0001475872,0.0756935],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1237756,"threshold_uncertainty_score":0.4140708,"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."}}