{"id":"W3032358754","doi":"10.1007/s12022-020-09630-5","title":"Programmed Death-Ligand 1 (PD-L1) Is a Potential Biomarker of Disease-Free Survival in Papillary Thyroid Carcinoma: a Systematic Review and Meta-Analysis of PD-L1 Immunoexpression in Follicular Epithelial Derived Thyroid Carcinoma","year":2020,"lang":"en","type":"review","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Thyroid carcinoma; Oncology; Thyroid; Internal medicine; Meta-analysis; Thyroid cancer; Biomarker; Carcinoma; Subgroup analysis; Pathology","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0007756265,0.001173055,0.01649985,0.001106197,0.00004964482,0.00001931412,0.000555012,0.0002766671,0.0001045931],"category_scores_gemma":[0.0005385051,0.0007888913,0.004107446,0.001674691,0.0002215611,0.00007315647,0.0006318782,0.0005057998,0.000005387642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024558,"about_ca_system_score_gemma":0.0004436436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006150273,"about_ca_topic_score_gemma":0.0001018554,"domain_scores_codex":[0.9917457,0.002074119,0.00328782,0.001435859,0.0007163315,0.0007401892],"domain_scores_gemma":[0.9952802,0.0004231582,0.001729735,0.001996758,0.0002049074,0.0003652423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007671172,0.001920047,0.005592275,0.8856349,0.08468273,0.01725679,0.000411385,0.000001666859,0.0007172664,0.00004685482,0.0001490177,0.002819946],"study_design_scores_gemma":[0.005217688,0.001058034,0.01444439,0.02345962,0.9523981,0.0006459092,0.00007047614,0.00001859576,0.0002404684,0.00002807237,0.001630632,0.0007880251],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02703298,0.9633577,0.000009800684,0.000698882,0.00008620225,0.007278535,0.001487682,0.00002877847,0.00001946601],"genre_scores_gemma":[0.1629063,0.8328667,0.0001856572,0.0001500822,0.00003387084,0.003079214,0.000644916,0.00009825187,0.0000350456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8677154,"threshold_uncertainty_score":0.9994562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495501929331611,"score_gpt":0.32394148491863,"score_spread":0.2743912919854689,"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."}}