{"id":"W2176365693","doi":"10.1089/thy.2014.0540","title":"Implications of the TCGA Genomic Characterization of Papillary Thyroid Carcinoma for Thyroid Pathology: Does Follicular Variant Papillary Thyroid Carcinoma Exist?","year":2014,"lang":"en","type":"editorial","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Thyroid; Thyroid carcinoma; Thyroid cancer; Medicine; Papillary thyroid cancer; Pathology; Internal medicine; General surgery; Oncology","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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001014693,0.001477912,0.003004655,0.0004867206,0.0005138718,0.00007160458,0.001404123,0.001779683,0.00007094504],"category_scores_gemma":[0.000523779,0.00100994,0.001722676,0.0006498547,0.0006443542,0.0001866895,0.0005931514,0.001072474,0.00002850298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671901,"about_ca_system_score_gemma":0.001742626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003026569,"about_ca_topic_score_gemma":0.00006856577,"domain_scores_codex":[0.9926047,0.000513328,0.002409851,0.001889243,0.001351558,0.001231294],"domain_scores_gemma":[0.9905323,0.001056494,0.002741581,0.003871302,0.001372946,0.0004254185],"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":[0.001179917,0.001277099,0.01305743,0.002094749,0.001242647,0.0001001275,0.0009709494,0.00001118586,0.6376265,0.001314297,0.3400762,0.001048884],"study_design_scores_gemma":[0.02305842,0.01104303,0.389036,0.001621688,0.01076076,0.0003791223,0.0003350427,0.00009459981,0.1810721,0.004159063,0.374894,0.003546166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558615,0.01794776,0.0004269191,0.002950619,0.2003554,0.008632241,0.01211759,0.0002565027,0.001451424],"genre_scores_gemma":[0.8156394,0.00719759,0.0005664346,0.0004593553,0.1643778,0.002175209,0.008018629,0.0004907658,0.001074857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565544,"threshold_uncertainty_score":0.999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009628444039679792,"score_gpt":0.2459609370848357,"score_spread":0.2363324930451559,"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."}}