{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008100884,0.001562579,0.002536535,0.0034259,0.0005339971,0.003586542,0.002546347,0.002868584,0.02984609],"category_scores_gemma":[0.01111882,0.0005793331,0.002846416,0.004533953,0.000403307,0.00220246,0.001598922,0.003871049,0.01235914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364027,"about_ca_system_score_gemma":0.009829387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839612,"about_ca_topic_score_gemma":0.01302164,"domain_scores_codex":[0.9977458,0.0006244885,0.0004451503,0.0001820153,0.000839717,0.0001626907],"domain_scores_gemma":[0.9904599,0.003313982,0.001698538,0.0002034935,0.003492073,0.0008319491],"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":[0.0002018186,0.00002896223,0.00006919476,0.04166364,0.0001497792,0.0000717732,0.00003984241,0.0001646079,0.0003923408,0.002163319,0.801455,0.1535997],"study_design_scores_gemma":[0.0001567762,0.0001060786,0.0007222068,0.03100366,0.0003909923,0.00008579674,0.00002210165,0.00005027536,0.0001454014,0.00116886,0.9661248,0.00002285498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003084689,0.8164389,0.002475687,0.05993026,0.06089753,0.003823617,0.01260739,0.0004672741,0.04305093],"genre_scores_gemma":[0.001699289,0.8824795,0.004101144,0.06033333,0.01377721,0.002916971,0.008705582,0.0001124566,0.02587457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02984609,"threshold_uncertainty_score":0.09984517,"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."}}