{"id":"W3154837170","doi":"10.1186/s12894-021-00829-0","title":"Expression patterns of the immune checkpoint ligand CD276 in urothelial carcinoma","year":2021,"lang":"en","type":"article","venue":"BMC Urology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urothelium; Medicine; Urothelial Cell; Immunohistochemistry; Bladder cancer; Flow cytometry; Pathology; Immune checkpoint; Urothelial carcinoma; Immune system; Cancer; Urinary bladder; Urology; Internal medicine; Immunotherapy; Immunology","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":[0.00009215307,0.000102227,0.0001183357,0.0006829122,0.0001731727,0.0002809874,0.0001103481,0.0001990637,0.001553366],"category_scores_gemma":[0.0002416059,0.0000979095,0.0001272897,0.0005057583,0.0001534314,0.0001428475,0.0002290642,0.0001567272,0.0003219272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351282,"about_ca_system_score_gemma":0.0000943285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004791586,"about_ca_topic_score_gemma":0.0004144303,"domain_scores_codex":[0.9999132,0.00001014402,0.000008293962,0.00001951783,0.00002460025,0.0000242672],"domain_scores_gemma":[0.9998425,0.00002981443,0.00004992439,0.00001021335,0.00003487598,0.00003250393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001091739,0.00004712697,0.236365,0.0001474428,0.00005646722,0.0005364176,0.0002737913,0.0003066853,0.7499214,0.0001091638,0.0001756366,0.010969],"study_design_scores_gemma":[0.00002685738,0.0005744177,0.841851,0.00001714007,0.00007530033,0.002885438,0.0005109215,0.001542875,0.1491122,0.0001517836,0.003237744,0.00001447113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990906,0.000338944,0.0001507713,0.000009770336,9.193603e-7,0.000003299129,0.00009867991,0.000006534201,0.0003005656],"genre_scores_gemma":[0.9991021,0.0001870537,0.0002482396,0.000005528971,0.000001895275,0.000005850047,0.0001845378,0.000002249603,0.0002625138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001553366,"threshold_uncertainty_score":0.005196512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781896564841612,"score_gpt":0.2564762268131028,"score_spread":0.2386572611646867,"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."}}