{"id":"W2624782256","doi":"10.1002/cncr.30724","title":"Assessment of programmed death‐ligand 1 expression and tumor‐associated immune cells in pediatric cancer tissues","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Stand Up To Cancer; St. Baldrick's Foundation; Bristol-Myers Squibb","keywords":"Medicine; Immune system; Cancer; Programmed cell death; Cancer research; Ligand (biochemistry); Cancer cell; Apoptosis; Immunology; Receptor; Internal medicine; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002218629,0.0001416183,0.0003703141,0.00008132952,0.0001034484,0.00003361439,0.0001170016,0.0000829678,0.0001271147],"category_scores_gemma":[0.00002561237,0.0001141678,0.00006110064,0.00009170975,0.00009596186,0.00009276377,0.00005370248,0.0001418244,4.614951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020615,"about_ca_system_score_gemma":0.0002652065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332646,"about_ca_topic_score_gemma":0.0005250705,"domain_scores_codex":[0.9990031,0.00002688859,0.0002921481,0.0002345436,0.0002054498,0.0002379342],"domain_scores_gemma":[0.999194,0.00002536133,0.0003263224,0.0003064564,0.00008016127,0.00006765588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821983,0.0001306137,0.7281986,0.0002063425,0.00005639839,0.00001757837,0.0002286261,0.000001946325,0.2583371,0.00000320353,0.0003313639,0.01220607],"study_design_scores_gemma":[0.003559744,0.0001323654,0.8731914,0.0005412243,0.00008751285,0.000001389291,0.00004619274,0.00005065079,0.1205379,0.00001024408,0.0017177,0.0001236363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818223,0.01634325,0.000002997804,0.0003330289,0.0003597215,0.0004713654,0.00003109071,0.00001802992,0.0006182895],"genre_scores_gemma":[0.9865496,0.01225659,0.0001293321,0.00007344996,0.0001404063,0.000176632,0.000006302238,0.00001996081,0.0006476954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449929,"threshold_uncertainty_score":0.5028635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410071423884089,"score_gpt":0.3511504466756715,"score_spread":0.3270497324368307,"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."}}