{"id":"W2954681469","doi":"10.1111/his.13944","title":"The immune microenvironment and expression of PD‐L1, PD‐1, PRAME and MHC I in salivary duct carcinoma","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Salivary duct carcinoma; Immune system; Cancer research; Major histocompatibility complex; Antigen; Malignancy; PD-L1; Immunotherapy; Medicine; Tumor microenvironment; Immunohistochemistry; Oncology; Immunology; Internal medicine","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":[0.0001717342,0.0001239207,0.0003197177,0.00006277056,0.00004663441,0.000003698992,0.00004460832,0.00006722852,0.00004629834],"category_scores_gemma":[0.00002138375,0.00007938631,0.00003551292,0.0000373689,0.0001768686,0.00002515374,0.00008601957,0.0001082899,0.00001231728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005597064,"about_ca_system_score_gemma":0.00001856337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008988859,"about_ca_topic_score_gemma":0.000007470183,"domain_scores_codex":[0.9991488,0.00008773315,0.0002471814,0.0002549075,0.00008467365,0.0001766603],"domain_scores_gemma":[0.9994112,0.000127849,0.0000911771,0.0003093812,0.000009175479,0.00005117697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002289618,0.0002032674,0.9445434,0.0000556213,0.000003170308,0.0002451983,0.000541033,4.331416e-7,0.05339494,0.0002092898,0.0001064013,0.0004682804],"study_design_scores_gemma":[0.001875239,0.0005505852,0.9839525,0.00007671599,0.00003766521,0.0005314124,0.0001406746,0.000006525884,0.0104375,0.00009154253,0.00223037,0.00006929311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753844,0.02269117,0.000001064307,0.000770748,0.0001382111,0.0003553312,0.000004961446,0.000007084527,0.000647044],"genre_scores_gemma":[0.9976011,0.001529989,0.000164317,0.0001120292,0.00002132645,0.00003403893,0.00001180824,0.00001266577,0.0005127115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04295743,"threshold_uncertainty_score":0.323728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006136495672398793,"score_gpt":0.2144531611494636,"score_spread":0.2083166654770648,"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."}}