{"id":"W2600197170","doi":"10.1016/j.ebiom.2017.03.031","title":"Programmed Death - Ligand 1 Expression Distinguishes Invasive Encapsulated Follicular Variant of Papillary Thyroid Carcinoma from Noninvasive Follicular Thyroid Neoplasm with Papillary-like Nuclear Features","year":2017,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Immunohistochemistry; Thyroid carcinoma; Pathology; Biomarker; Follicular phase; Thyroid nodules; Medicine; Thyroid neoplasm; Thyroid; Papillary thyroid cancer; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002491795,0.0001740705,0.0002056073,0.0004983226,0.0001271221,0.0004344427,0.0001818713,0.0002906811,0.0006615351],"category_scores_gemma":[0.0005430484,0.0001300561,0.0001652796,0.0002331408,0.000291514,0.0002613757,0.0002643578,0.0002424242,0.0001493395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410463,"about_ca_system_score_gemma":0.0001567842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879615,"about_ca_topic_score_gemma":0.0008400305,"domain_scores_codex":[0.999878,0.0000141919,0.0000126918,0.00002647513,0.00003777552,0.00003087986],"domain_scores_gemma":[0.999728,0.00008904501,0.00007690814,0.00002058554,0.00004047672,0.00004490306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006115013,0.00007039367,0.7712088,0.0001309769,0.00004481284,0.002525212,0.0002821085,0.0001707708,0.2051153,0.0001277895,0.0001318729,0.01958037],"study_design_scores_gemma":[0.00004843896,0.0006000557,0.9376064,0.00002812719,0.00009803181,0.01954306,0.0009066547,0.002147057,0.03746426,0.0003248803,0.001211645,0.00002132702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988525,0.000394775,0.0003472851,0.0000102704,0.000002221982,0.000006010898,0.0000203554,0.00000791463,0.0003585535],"genre_scores_gemma":[0.9993659,0.0001008369,0.0003694261,0.000006739895,0.000002672613,0.000004413665,0.00005762489,0.000001341109,0.00009118873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006615351,"threshold_uncertainty_score":0.002213001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201610451704197,"score_gpt":0.2406882221798633,"score_spread":0.2286721176628213,"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."}}