{"id":"W2949145033","doi":"10.1016/j.oooo.2019.02.110","title":"DIFFERENTIAL EXPRESSION OF PD1 AND PDL1 IN ORAL POTENTIALLY MALIGNANT LESIONS AND ORAL SQUAMOUS CELL CARCINOMA:A PILOT STUDY","year":2019,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Basal cell; Medicine; Differential diagnosis; Oncology; Carcinoma; Oral Cancers; Malignant cells; Cancer research; Pathology; Internal medicine; Cancer","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":[0.0003968119,0.0002305474,0.0003503523,0.0005590549,0.000360343,0.0005325208,0.0001873014,0.0003128147,0.001832727],"category_scores_gemma":[0.0005536191,0.000180992,0.000309093,0.0004111923,0.000363137,0.0002973007,0.0003470926,0.0003533994,0.0003245197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788581,"about_ca_system_score_gemma":0.0002506021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006925285,"about_ca_topic_score_gemma":0.0006482027,"domain_scores_codex":[0.9997733,0.0000425313,0.00001330791,0.00005531987,0.00005237755,0.0000631324],"domain_scores_gemma":[0.9997504,0.000088305,0.00003080797,0.00003414349,0.00004639402,0.00004989927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02154133,0.003529993,0.4734891,0.0002384851,0.0001479506,0.003177714,0.00120331,0.0002882201,0.4613575,0.0002431716,0.0002992173,0.03448397],"study_design_scores_gemma":[0.0004934499,0.01979668,0.8871574,0.00001681169,0.0004043402,0.00925589,0.002303247,0.00145619,0.07482849,0.0002138499,0.004043778,0.00002982501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992993,0.000143732,0.000115145,0.000004923631,0.000004377628,0.00003581511,0.00005185096,0.000002146797,0.0003425499],"genre_scores_gemma":[0.9990989,0.00009904665,0.0001665601,0.00001282908,0.000008892589,0.00003961974,0.0001223452,0.000002655094,0.0004490838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001832727,"threshold_uncertainty_score":0.006131053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050009749651033,"score_gpt":0.277507370560155,"score_spread":0.2470072730636446,"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."}}