{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002488696,0.0008050854,0.001548829,0.0002282794,0.0006710918,0.0001284228,0.0005569993,0.0003748606,0.00009288332],"category_scores_gemma":[0.000422236,0.0005236626,0.00033917,0.0002812226,0.0006038435,0.0002169795,0.0002972328,0.0004440792,0.00002026711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207864,"about_ca_system_score_gemma":0.0003882911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935842,"about_ca_topic_score_gemma":0.0002312884,"domain_scores_codex":[0.9960345,0.0001050069,0.0007593172,0.001151984,0.001149134,0.0008000547],"domain_scores_gemma":[0.9955806,0.0002541728,0.0009691147,0.002066134,0.0004550993,0.000674894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004117892,0.002942082,0.3432027,0.0009140105,0.004349569,0.02935023,0.007976413,0.00001679181,0.5821552,0.0003205587,0.0187595,0.005895019],"study_design_scores_gemma":[0.02343669,0.008234127,0.6451264,0.005073932,0.002754599,0.0009900811,0.00145789,0.00004649995,0.30405,0.0002495227,0.007599231,0.0009810725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784169,0.01519611,0.0000281349,0.002267767,0.0004567363,0.001907509,0.0001749866,0.0001573144,0.001394499],"genre_scores_gemma":[0.9930869,0.002071556,0.002289616,0.0005196713,0.0007416395,0.0001705088,0.0007156497,0.0001512263,0.0002532173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3019237,"threshold_uncertainty_score":0.9997215,"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."}}