{"id":"W2919429028","doi":"10.1097/dad.0000000000001390","title":"Global PD-L1 Signals and Tumor-Infiltrating Lymphocytes: Markers of Immunogenicity in Different Subsets of Merkel Cell Carcinoma and Potential Therapeutic Implications","year":2019,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Merkel cell polyomavirus; Immunogenicity; Merkel cell carcinoma; Immunohistochemistry; Tumor microenvironment; Immune system; Immunotherapy; Immunology; Biology; Cancer research; Medicine; Pathology; Carcinoma","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":[0.0003638446,0.0002226602,0.000182923,0.0008228037,0.0001513902,0.000325886,0.0001335036,0.0001921067,0.0007059974],"category_scores_gemma":[0.0004688267,0.0001447411,0.0000978172,0.000260028,0.0002915396,0.0002876239,0.0002796054,0.0001588553,0.0001137797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352038,"about_ca_system_score_gemma":0.00005900974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978132,"about_ca_topic_score_gemma":0.0003791745,"domain_scores_codex":[0.9998614,0.00003271146,0.00001821046,0.00003379886,0.00002659606,0.00002732681],"domain_scores_gemma":[0.9997266,0.00008139144,0.0000789773,0.00003307177,0.00002735702,0.00005247909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001510617,0.00007905013,0.5540205,0.0001365271,0.00004668051,0.00102786,0.0005930627,0.0002178434,0.4292215,0.00009607971,0.00004406324,0.01300628],"study_design_scores_gemma":[0.00003874119,0.0006399082,0.957003,0.00001230719,0.0000660103,0.005928516,0.0006554769,0.0009364847,0.03398398,0.0001321769,0.0005924571,0.00001090051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994091,0.0002577294,0.0001373069,0.000003895805,5.23703e-7,0.000004283,0.00001378563,0.000002766692,0.000170706],"genre_scores_gemma":[0.9997,0.00004895304,0.000148595,0.000003334628,0.000002523221,0.000005055124,0.00002582179,0.000001087627,0.00006470966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008228037,"threshold_uncertainty_score":0.002361774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005389033239554653,"score_gpt":0.240921433404951,"score_spread":0.2355324001653963,"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."}}