{"id":"W1492687050","doi":"10.5539/cco.v4n2p1","title":"Methylation Markers for Early Detection and Differentiation of Follicular Thyroid Cancer Subtypes","year":2015,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"CDKN2A; Methylation; Thyroid cancer; Follicular thyroid cancer; Cancer; DNA methylation; Thyroid; Medicine; Papillary thyroid cancer; Follicular phase; Cancer research; Oncology; Internal medicine; Pathology; Biology; Gene; Genetics; Gene expression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006814149,0.0002089915,0.0002833104,0.0009364384,0.0001928408,0.0003833015,0.0003015978,0.0003042763,0.001223328],"category_scores_gemma":[0.0009954851,0.0002014716,0.0001856807,0.0005277327,0.0001891104,0.0002183195,0.0002584501,0.0004138024,0.0002846219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291018,"about_ca_system_score_gemma":0.0001840452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490636,"about_ca_topic_score_gemma":0.00406146,"domain_scores_codex":[0.9997243,0.0000593149,0.0000198818,0.00007367849,0.00008913133,0.00003365772],"domain_scores_gemma":[0.9995988,0.0001035598,0.0001215578,0.0000341819,0.0001066821,0.00003532774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005935893,0.0000785133,0.7024812,0.0001965386,0.0001226478,0.0001859152,0.0003190174,0.0005193995,0.2158704,0.0002540948,0.0009972673,0.07838131],"study_design_scores_gemma":[0.00002476049,0.0004224451,0.9498007,0.00004541833,0.0001282423,0.001248104,0.0002675319,0.003539684,0.03975571,0.0006635627,0.004079832,0.00002392055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983403,0.006131863,0.006924836,0.0002322704,0.00002617609,0.00007019161,0.0009007033,0.0001624702,0.002148462],"genre_scores_gemma":[0.9907754,0.001188056,0.006470414,0.00005208873,0.00002333321,0.00003814074,0.0004399556,0.00000958301,0.001002958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002490636,"threshold_uncertainty_score":0.004952312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983344239483663,"score_gpt":0.4115858198810119,"score_spread":0.3417523774861753,"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."}}