{"id":"W2167513403","doi":"10.5539/cco.v4n1p14","title":"Adjuvant Chemotherapy for Bladder Cancer: One Step Forward, two Steps Back","year":2014,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adjuvant; Medicine; Cystectomy; Bladder cancer; Adjuvant chemotherapy; Chemotherapy; Oncology; Randomized controlled trial; Internal medicine; Cancer; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004320347,0.0002455865,0.001111023,0.00004027484,0.00009058612,0.00001326455,0.0001106132,0.0003017575,0.00132201],"category_scores_gemma":[0.00008218758,0.0001931038,0.0002756066,0.000089582,0.0002769189,0.00005125306,0.00003790159,0.0002876073,0.00003995247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109365,"about_ca_system_score_gemma":0.0006559114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005496347,"about_ca_topic_score_gemma":0.001225077,"domain_scores_codex":[0.9980668,0.00009370308,0.0006456665,0.000586895,0.0001614574,0.0004454769],"domain_scores_gemma":[0.9983582,0.0005513194,0.0001918438,0.0003080796,0.0001739712,0.0004165811],"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":[0.003009166,0.0006977685,0.05155064,0.0001021221,0.0009282166,0.00000370801,0.00009127828,0.000002045819,0.0001118013,0.0002832499,0.02416351,0.9190565],"study_design_scores_gemma":[0.04275742,0.007720735,0.06242701,0.0001297971,0.001258671,0.00001193805,0.00006242465,0.0006559163,0.0004176008,0.0007519486,0.8834966,0.000309928],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7332095,0.03206544,0.01419137,0.1234494,0.009930619,0.008747659,0.0008189607,0.000382612,0.07720439],"genre_scores_gemma":[0.8730134,0.03072155,0.006873972,0.06172352,0.00780669,0.001465255,0.00007744972,0.0001651185,0.01815305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9187466,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07390663808480974,"score_gpt":0.4413320114800083,"score_spread":0.3674253733951985,"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."}}