{"id":"W2732881054","doi":"10.3233/blc-170118","title":"Once BCG Unresponsive, Always BCG Unresponsive: An Open Letter to the FDA to Enhance Recruitment into Clinical Trials in Bladder Cancer","year":2017,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Clinical trial; Bladder cancer; Oncology; Internal medicine; Cancer","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":[0.006044602,0.0007830036,0.002076412,0.0002841513,0.0007993753,0.0006033572,0.002179143,0.0003991333,0.003076472],"category_scores_gemma":[0.003531437,0.0005456895,0.0003889338,0.000484334,0.0003072956,0.0006481978,0.001067891,0.0008865307,0.0005210477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009888118,"about_ca_system_score_gemma":0.002322188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02131886,"about_ca_topic_score_gemma":0.04141029,"domain_scores_codex":[0.9917926,0.002314582,0.001890738,0.001867661,0.0009626288,0.001171785],"domain_scores_gemma":[0.9934148,0.00119875,0.0007288189,0.003143115,0.0004849558,0.001029532],"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":[0.025168,0.00134414,0.03298597,0.0000817237,0.001916336,0.0004406664,0.008758545,0.0002934462,0.01083123,0.0001245045,0.48625,0.4318055],"study_design_scores_gemma":[0.00712324,0.002162331,0.1988518,0.001012763,0.0007107735,0.00001361515,0.0005329625,0.0000502833,0.01890562,0.0002324468,0.7694753,0.0009288318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018692,0.004630018,0.0006448408,0.2576146,0.006962745,0.02084506,0.0007002988,0.0001702447,0.006563008],"genre_scores_gemma":[0.802771,0.002702636,0.002611833,0.1462013,0.006706146,0.01582954,0.00004407795,0.0002796376,0.02285381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308766,"threshold_uncertainty_score":0.9996995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3244312416932617,"score_gpt":0.5705046334976933,"score_spread":0.2460733918044317,"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."}}