{"id":"W2914544983","doi":"10.1007/s12020-019-01848-6","title":"Outcome and molecular characteristics of non-invasive encapsulated follicular variant of papillary thyroid carcinoma with oncocytic features","year":2019,"lang":"en","type":"article","venue":"Endocrine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Cancer Institute; Agenzia Italiana del Farmaco, Ministero della Salute","keywords":"Thyroid carcinoma; Follicular cell; Medicine; Thyroid neoplasm; Pathology; Thyroid; Oncocytoma; Oncology; Internal medicine; Immunohistochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00004430155,0.0002103665,0.0006759958,0.00009173057,0.00001628178,0.000005737907,0.00006331629,0.00004156995,0.00005406559],"category_scores_gemma":[0.00003036796,0.0001468752,0.00009667074,0.0001425232,0.00006394184,0.00003446052,0.0000504929,0.0001132819,0.000005447282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000609132,"about_ca_system_score_gemma":0.0001147044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203464,"about_ca_topic_score_gemma":0.000007481907,"domain_scores_codex":[0.9988875,0.0000225749,0.0003383667,0.000271539,0.0002650523,0.0002149213],"domain_scores_gemma":[0.9990823,0.00006446359,0.0001876139,0.0004243297,0.0001281496,0.0001132043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004560801,0.0003592924,0.7510321,0.0006862601,0.0005951823,0.002300904,0.0002298754,0.00001082336,0.2433008,0.0003955431,0.00008445676,0.000548654],"study_design_scores_gemma":[0.005001911,0.00212958,0.7543971,0.0002524109,0.0004625595,0.000393227,0.00006896905,0.0000240879,0.236984,0.00001356033,0.0001323643,0.0001402369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958384,0.002563924,0.00002299587,0.0002897344,0.00006729388,0.000627291,0.00004890816,0.00001483284,0.0005266027],"genre_scores_gemma":[0.9984894,0.0004328535,0.0005894788,0.0001624035,0.00003030836,0.00002411255,0.00005650887,0.00002989564,0.0001850281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0063168,"threshold_uncertainty_score":0.5989397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005449182563425373,"score_gpt":0.2365163069980091,"score_spread":0.2310671244345837,"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."}}