{"id":"W4413880590","doi":"10.3390/cancers17172851","title":"High RAS Allele Frequency Signals Increased Risk of TERT Promoter Mutations in Thyroid Tumors","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; University of Ottawa; Jewish General Hospital; Université de Montréal; Queen's University; McGill University","funders":"McGill University","keywords":"Allele; Allele frequency; Cancer research; Thyroid; Medicine; Biology; Internal medicine; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003173157,0.0001329762,0.0001379281,0.0009970332,0.0002024685,0.0003490073,0.0001850681,0.0003207175,0.002248155],"category_scores_gemma":[0.002281748,0.0001321083,0.0001511328,0.0006846978,0.0002904257,0.0002073704,0.0002183501,0.0002698106,0.0002412247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970646,"about_ca_system_score_gemma":0.000194237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007973432,"about_ca_topic_score_gemma":0.0009610164,"domain_scores_codex":[0.999702,0.00005492865,0.00003990428,0.00005814106,0.00009449113,0.00005043056],"domain_scores_gemma":[0.9967794,0.001013446,0.001593956,0.0001089046,0.0002341432,0.0002702641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369183,0.000009723636,0.994981,0.000008256405,0.000009678313,0.0003566305,0.00002097509,0.00003586217,0.002952738,0.00001209086,0.00002861705,0.001447596],"study_design_scores_gemma":[0.000004153338,0.0000933755,0.9933774,0.000003117177,0.00001692447,0.004796088,0.00006967426,0.0002376325,0.001262523,0.00003269867,0.0001032147,0.000003320842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994666,0.0001144481,0.00008491758,0.00001335582,0.000001871885,0.000002420161,0.00006510788,0.000005708672,0.0002455103],"genre_scores_gemma":[0.9997986,0.0000245473,0.00009850877,0.000004157345,0.000004384521,0.000001420405,0.00004054503,0.000001302813,0.00002642881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002248155,"threshold_uncertainty_score":0.007520854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008672601521430666,"score_gpt":0.2662475890884028,"score_spread":0.2575749875669721,"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."}}