{"id":"W4386864758","doi":"10.1007/s00345-023-04597-4","title":"Consultation on UTUC II Stockholm 2022: diagnostic and prognostic methods—what’s around the corner?","year":2023,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Coloplast; National Cancer Institute; Karolinska Institutet; Boston Scientific Corporation","keywords":"Medicine; Nephrology; Internal medicine; General surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0009679032,0.0003777185,0.00170576,0.0005215316,0.0001752639,0.0000513705,0.0001906371,0.0001935117,0.00008789521],"category_scores_gemma":[0.002348115,0.0002119894,0.0003486885,0.0005395737,0.0002159106,0.00007961963,0.00007634416,0.001142397,0.00005135047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135643,"about_ca_system_score_gemma":0.0005648532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008668092,"about_ca_topic_score_gemma":0.00002803332,"domain_scores_codex":[0.9973715,0.0008191844,0.0009076507,0.0002981863,0.0002975834,0.000305871],"domain_scores_gemma":[0.989587,0.008870098,0.0009157298,0.0002743056,0.0001762697,0.0001765858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001812005,0.000147679,0.00009297393,0.001430551,0.001172673,0.0005709531,0.0001842839,0.000003186243,5.608474e-7,0.0002304049,0.002757029,0.9932285],"study_design_scores_gemma":[0.001661159,0.002827203,0.0005594767,0.005944614,0.008318084,0.002868391,0.00007849096,0.000005395897,5.428496e-7,0.0006042476,0.9769611,0.0001713387],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007523881,0.9943979,0.00006802671,0.002112872,0.001834789,0.001220833,0.00001677636,0.00001990066,0.0002536057],"genre_scores_gemma":[0.000321949,0.9954697,0.0002098359,0.001064457,0.0008812454,0.0001131642,0.00002201941,0.00007164147,0.001845979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9930572,"threshold_uncertainty_score":0.8644677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08144014905510906,"score_gpt":0.4085243557286403,"score_spread":0.3270842066735312,"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."}}