{"id":"W4383816411","doi":"10.1097/01.cot.0000945292.17603.e3","title":"An Oncogenic Route to Targeted Therapy for Bladder Cancer","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Targeted therapy; Bladder cancer; Cancer; Medicine; Cancer therapy; Oncology; Cancer research; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001176891,0.0001485702,0.0003227307,0.0001171759,0.00009849262,0.000008701786,0.00009723161,0.0001391634,0.001542654],"category_scores_gemma":[0.00001810129,0.0001164077,0.0001024086,0.0002730142,0.00003998183,0.0000480751,0.00001650595,0.00007728356,0.0003986461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194645,"about_ca_system_score_gemma":0.0005745446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234481,"about_ca_topic_score_gemma":0.0001256786,"domain_scores_codex":[0.9990225,0.00003686633,0.0001560611,0.0003200253,0.0001132225,0.0003513413],"domain_scores_gemma":[0.999351,0.00006849202,0.00003619849,0.0002477076,0.00009136996,0.0002051795],"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":[0.003643346,0.0008586992,0.02242872,0.00002753911,0.001348182,0.0001085035,0.002658238,0.00008394972,0.06384955,0.0001779505,0.517198,0.3876173],"study_design_scores_gemma":[0.007129727,0.006895872,0.06525268,0.00001895334,0.0002396842,0.00001611838,0.0002292272,0.0002683851,0.02456602,0.0004587342,0.8946925,0.000232077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358274,0.002346049,0.0002425502,0.02926056,0.001760912,0.003716877,0.0004688101,0.0008099441,0.02556693],"genre_scores_gemma":[0.9019756,0.0008825735,0.003001311,0.0151055,0.001365138,0.002513785,0.0003494303,0.0001104977,0.0746961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873852,"threshold_uncertainty_score":0.9993701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949173425088929,"score_gpt":0.3893663700872787,"score_spread":0.3498746358363894,"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."}}