{"id":"W4393356996","doi":"10.3390/cancers16071356","title":"PD-L1 Expression in High-Risk Non-Muscle-Invasive Bladder Cancer Is Influenced by Intravesical Bacillus Calmette–Guérin (BCG) Therapy","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bladder cancer; Internal medicine; Proportional hazards model; Oncology; Hazard ratio; Multivariate analysis; PD-L1; Immunotherapy; Stage (stratigraphy); Urology; Cancer; 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":[0.0003502741,0.0001017218,0.0001923812,0.0002221087,0.0001092907,0.0003204892,0.00009260754,0.0001502793,0.0004848341],"category_scores_gemma":[0.0008083478,0.0001223656,0.000163808,0.0002294892,0.0001875693,0.0001657237,0.0001663627,0.0002657378,0.0001190548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544309,"about_ca_system_score_gemma":0.000121272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005935673,"about_ca_topic_score_gemma":0.0006878915,"domain_scores_codex":[0.99984,0.00005386463,0.00001582565,0.00002886726,0.00002616529,0.00003513747],"domain_scores_gemma":[0.9995564,0.0001116533,0.0001926061,0.00003357264,0.00003393717,0.00007185622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00167728,0.00007686447,0.9653764,0.00002466415,0.00003619898,0.0003497271,0.0001500953,0.0002555975,0.02265168,0.00002646233,0.00006887328,0.009306289],"study_design_scores_gemma":[0.000004796022,0.0001777311,0.997454,0.000002066214,0.00001700073,0.0003775986,0.0000420917,0.0003133557,0.001463647,0.00001392487,0.0001317729,0.000001953093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996397,0.0001524992,0.00005014141,0.000006708085,0.000001072809,0.000001324104,0.00001499775,0.000001807614,0.0001317369],"genre_scores_gemma":[0.9998678,0.00002984889,0.00001945428,0.000003521961,0.000001319024,0.000001097395,0.00002107359,5.324166e-7,0.00005533227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005935673,"threshold_uncertainty_score":0.001852393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126253476783332,"score_gpt":0.288487388188065,"score_spread":0.2758620405097318,"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."}}