{"id":"W2592003306","doi":"10.1038/modpathol.2017.9","title":"Molecular correlates and rate of lymph node metastasis of non-invasive follicular thyroid neoplasm with papillary-like nuclear features and invasive follicular variant papillary thyroid carcinoma: the impact of rigid criteria to distinguish non-invasive follicular thyroid neoplasm with papillary-like nuclear features","year":2017,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Micrometastasis; Pathology; Thyroid carcinoma; Medicine; Thyroid neoplasm; Thyroid; Lymph node; Metastasis; Follicular cell; Follicular phase; Cancer; Internal medicine","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"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006449259,0.001576912,0.003127316,0.0004312851,0.0008639545,0.0002160603,0.0009044621,0.000685682,0.00002413432],"category_scores_gemma":[0.0005299099,0.001014952,0.0008085817,0.0004328727,0.001626475,0.0003365232,0.0008587097,0.0006758512,0.000006885293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497704,"about_ca_system_score_gemma":0.0007307008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160405,"about_ca_topic_score_gemma":0.0006112029,"domain_scores_codex":[0.9941015,0.0005590456,0.0011752,0.001968783,0.0008840463,0.001311408],"domain_scores_gemma":[0.9929358,0.0006721017,0.001722743,0.002977808,0.0009529195,0.0007386653],"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":[0.01037646,0.002075585,0.1802202,0.002165627,0.0119842,0.03080855,0.02234869,0.004789419,0.729033,0.0006662915,0.004321409,0.001210553],"study_design_scores_gemma":[0.02635375,0.01962354,0.8007913,0.002901442,0.008811235,0.01335349,0.003409091,0.001110031,0.1200073,0.0009098919,0.0001596697,0.002569271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978129,0.01614165,0.0002696037,0.001131061,0.0002163486,0.002804192,0.000811271,0.00007096326,0.0004259112],"genre_scores_gemma":[0.990088,0.005664772,0.002384683,0.0009722618,0.0001205523,0.0002217847,0.0001609351,0.0003308877,0.00005611341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205711,"threshold_uncertainty_score":0.9996979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007531997248217679,"score_gpt":0.2442476892655523,"score_spread":0.2367156920173346,"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."}}