{"id":"W3006486601","doi":"10.1038/s41379-020-0497-0","title":"PD-L1 in small bowel adenocarcinoma is associated with etiology and tumor-infiltrating lymphocytes, in addition to microsatellite instability","year":2020,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"Dipartimento di Scienze Biomediche Avanzate, Università degli Studi di Napoli Federico II; Ministero della Salute; Dipartimenti di Eccellenza; Fondazione IRCCS Policlinico San Matteo; Università degli Studi di Pavia; Ministero dell’Istruzione, dell’Università e della Ricerca; Università degli Studi di Napoli Federico II","keywords":"Microsatellite instability; Etiology; Pathology; Adenocarcinoma; Medicine; Biology; Microsatellite; Internal medicine; Cancer; Genetics; Gene","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":[0.0003409991,0.0002463841,0.0002253564,0.0008810347,0.0002878867,0.0006047284,0.0002664987,0.0004314402,0.001646734],"category_scores_gemma":[0.001357335,0.0002110977,0.0002784873,0.0006927348,0.0002813629,0.0003045572,0.0003352584,0.0004578016,0.0002599786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310374,"about_ca_system_score_gemma":0.0001527006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003982214,"about_ca_topic_score_gemma":0.0005471152,"domain_scores_codex":[0.9997658,0.00004453355,0.00003584157,0.00006120713,0.00004965718,0.00004283297],"domain_scores_gemma":[0.999271,0.0001552889,0.0003268531,0.0000492947,0.00006591801,0.0001317373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001892765,0.00007034215,0.9620798,0.00006220355,0.0000927734,0.001668259,0.00007483372,0.0001514075,0.02462486,0.00009829082,0.0001804856,0.009003916],"study_design_scores_gemma":[0.00002698224,0.0003152116,0.9885052,0.00001103925,0.0001069242,0.005588077,0.0001463053,0.0008890764,0.003183458,0.0001979654,0.00102083,0.000008870451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986204,0.000624998,0.0001836593,0.00004271166,0.000009183788,0.000003410703,0.00008260871,0.00001224633,0.0004208093],"genre_scores_gemma":[0.9994019,0.00009118872,0.0001039854,0.00001368103,0.00001043874,0.000002747035,0.0001089498,0.000003270989,0.0002637393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646734,"threshold_uncertainty_score":0.00550884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562394659204816,"score_gpt":0.2394008688870945,"score_spread":0.2137769222950463,"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."}}