{"id":"W2802165589","doi":"10.3233/blc-189032","title":"New Horizons in Bladder Cancer Research: Report of the 15th Meeting of the International Bladder Cancer Network (IBCN) in Lisbon, Portugal, October 21–23, 2017","year":2018,"lang":"en","type":"article","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":"","keywords":"Bladder cancer; Cancer; Medicine; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001166958,0.0004864804,0.0008298642,0.0003030988,0.0002318481,0.00004514745,0.001001578,0.0003273632,0.00375364],"category_scores_gemma":[0.0003234281,0.0003182922,0.000352638,0.001782819,0.0007717609,0.0002331723,0.0005592158,0.0009891302,0.00001556241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008947124,"about_ca_system_score_gemma":0.004871005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07824801,"about_ca_topic_score_gemma":0.1120956,"domain_scores_codex":[0.9945239,0.0002766733,0.00133716,0.0009300519,0.001859371,0.001072782],"domain_scores_gemma":[0.9964792,0.0001778642,0.0007357845,0.001401341,0.0009580706,0.0002477059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007438699,0.0003712915,0.6249367,0.00008886356,0.001082614,0.00009675179,0.002820652,0.0005601755,0.003971828,0.0001835748,0.3591033,0.006040446],"study_design_scores_gemma":[0.007091368,0.000347116,0.7901183,0.004108805,0.0006460921,0.0001106847,0.0008900935,0.0002655278,0.02671896,0.001024873,0.167986,0.0006921806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748397,0.02066544,0.00003598541,0.0294147,0.009362138,0.003809577,0.0004226775,0.00008072163,0.06136908],"genre_scores_gemma":[0.9645976,0.003431747,0.0002666517,0.001770737,0.004261924,0.000618485,0.00002026988,0.0001332059,0.02489936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911173,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07536507639488435,"score_gpt":0.3834023404329934,"score_spread":0.308037264038109,"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."}}