{"id":"W4407930482","doi":"10.1177/23523735251319185","title":"Summary from the NCI clinical trials planning meeting on next generation of clinical trials in non-muscle invasive bladder cancer <sup/>","year":2025,"lang":"en","type":"review","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Clinical trial; Bladder cancer; Medicine; Prioritization; Multidisciplinary approach; Task force; Genitourinary system; Cancer; Medical physics; Intensive care medicine; Internal medicine; Management science; Engineering","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02176252,0.001127354,0.01272086,0.0003701753,0.0001754734,0.0001089323,0.0006500332,0.001644921,0.001386567],"category_scores_gemma":[0.02209662,0.0006903817,0.003950625,0.0008118849,0.000271299,0.0001599032,0.0002291965,0.002178805,0.00003991669],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989466,"about_ca_system_score_gemma":0.008996632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842819,"about_ca_topic_score_gemma":0.001982306,"domain_scores_codex":[0.9739099,0.0121596,0.01042135,0.001746576,0.001030158,0.0007324296],"domain_scores_gemma":[0.9544041,0.03873244,0.004754758,0.001412593,0.0003393535,0.000356824],"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":[0.0008239477,0.0005001048,0.003103202,0.002721472,0.005412282,0.00006335479,0.0003550773,0.00007280338,0.00001517723,0.000006890627,0.0876458,0.8992799],"study_design_scores_gemma":[0.01444745,0.0008716155,0.003109599,0.1550177,0.02496592,0.000003988289,0.0003915587,0.0002284571,0.00009984972,0.00006155612,0.7996646,0.00113776],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001398768,0.982034,0.00002621749,0.0007836914,0.004886882,0.006424427,0.00212203,0.00005270547,0.002271225],"genre_scores_gemma":[0.0007209451,0.97743,0.0001799428,0.003410859,0.01354867,0.00268806,0.0007748923,0.0001594291,0.001087219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8981421,"threshold_uncertainty_score":0.9996511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5750571568378412,"score_gpt":0.5616935397453389,"score_spread":0.01336361709250233,"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."}}