{"id":"W3193850327","doi":"10.1155/2021/8909224","title":"Detection of Circulating Tumor DNA in Patients with Thyroid Nodules","year":2021,"lang":"en","type":"article","venue":"International Journal of Endocrinology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University","keywords":"Medicine; Thyroid nodules; Thyroid; Thyroid cancer; Pathology; Internal medicine; Cancer research","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":[0.0002648694,0.0002491019,0.0002969996,0.0005260886,0.0003110275,0.0004150261,0.0001575475,0.0004944988,0.002094375],"category_scores_gemma":[0.003050329,0.0001460034,0.0001062643,0.0003310456,0.0002541688,0.0004052159,0.0001922308,0.0003032153,0.0004155843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159552,"about_ca_system_score_gemma":0.0001633566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009044661,"about_ca_topic_score_gemma":0.0008077603,"domain_scores_codex":[0.9996861,0.00006179926,0.00003511557,0.00008307739,0.00008936437,0.00004452367],"domain_scores_gemma":[0.9989104,0.0004125945,0.0003220256,0.00003616281,0.0001361247,0.0001826864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002090041,0.00002993157,0.9917653,0.00001793062,0.000009600237,0.0006619705,0.0001165035,0.00003722774,0.00300761,0.00001389325,0.0001543594,0.003976714],"study_design_scores_gemma":[0.00005082012,0.00084924,0.9851785,0.00002078493,0.00003454063,0.01021936,0.0004097402,0.0006535855,0.00146711,0.00006943041,0.001033588,0.00001326369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985512,0.0004023769,0.0001831319,0.00008868025,0.00001564732,0.000009925311,0.000137176,0.00001172782,0.000600156],"genre_scores_gemma":[0.9994168,0.00007976483,0.0001447007,0.00005892348,0.00002309564,0.000008319148,0.00010298,0.000001291507,0.0001640479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094375,"threshold_uncertainty_score":0.007006407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005398289347970328,"score_gpt":0.2305199356863905,"score_spread":0.2251216463384202,"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."}}