{"id":"W3049491040","doi":"10.1158/1557-3265.bladder19-ia22","title":"Abstract IA22: Realizing the potential of targeted therapy in non-muscle invasive bladder cancer","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","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; Medicine; Targeted therapy; Disease; Cancer; Immune checkpoint; Clinical trial; Immunotherapy; Oncology; Bioinformatics; Internal medicine; Biology","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":[0.0008381487,0.0006239164,0.000364318,0.0007210318,0.0004794144,0.002355528,0.0006886143,0.00155909,0.03229948],"category_scores_gemma":[0.0006500309,0.0001874752,0.0004671599,0.0004064518,0.0005296789,0.001456128,0.0009532833,0.001816379,0.009147178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280198,"about_ca_system_score_gemma":0.001156398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753481,"about_ca_topic_score_gemma":0.001748237,"domain_scores_codex":[0.9997761,0.00004733745,0.00001375959,0.00004703567,0.00007254487,0.00004324682],"domain_scores_gemma":[0.9996556,0.00003987671,0.00003249546,0.00002444624,0.0001045711,0.0001429563],"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":[0.0004296769,0.0001039518,0.0004467775,0.0009844007,0.00003401351,0.0005141736,0.0001083214,0.0004937441,0.02134826,0.02136287,0.674352,0.2798219],"study_design_scores_gemma":[0.00008125105,0.0002666445,0.0009063971,0.0002486785,0.00003155513,0.0008698625,0.00007067505,0.0004686112,0.01162513,0.00470849,0.9806948,0.0000279639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02494906,0.3619891,0.01797359,0.1738316,0.1277766,0.0005563943,0.003276467,0.00280306,0.2868443],"genre_scores_gemma":[0.1298388,0.2094013,0.01132502,0.03625909,0.02900282,0.0002352216,0.00179423,0.0006089731,0.5815346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03229948,"threshold_uncertainty_score":0.1080526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2317161306803594,"score_gpt":0.4963890871256152,"score_spread":0.2646729564452558,"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."}}