{"id":"W2895906214","doi":"10.1158/1078-0432.ccr-18-2820","title":"Thyroid Nodule DNA Methylation Signatures: An Important Diagnostic Annotation","year":2018,"lang":"en","type":"letter","venue":"Clinical Cancer Research","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Faculty of Medicine, McGill University","keywords":"DNA methylation; Thyroid cancer; Thyroid nodules; Thyroid; Methylation; Biology; Computational biology; DNA; Somatic cell; Cancer research; Pathology; Medicine; Genetics; Gene; Gene expression","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":[0.0009407946,0.0003196378,0.0005359176,0.000666858,0.0006676847,0.001060383,0.0004232087,0.002657923,0.002637912],"category_scores_gemma":[0.004268846,0.0002451146,0.0002177173,0.000366297,0.0007636906,0.0007142625,0.0006041232,0.004903518,0.002986796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030655,"about_ca_system_score_gemma":0.0003923558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045771,"about_ca_topic_score_gemma":0.0019435,"domain_scores_codex":[0.9993662,0.00016136,0.00005575098,0.0001249364,0.0002071141,0.0000845752],"domain_scores_gemma":[0.9985196,0.0006281936,0.00008609114,0.0001440069,0.0004642371,0.0001579232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003913367,0.00005933046,0.01900934,0.0002204634,0.00004009537,0.01130481,0.0002381021,0.000363952,0.02904965,0.004461024,0.5974855,0.3373764],"study_design_scores_gemma":[0.0001295543,0.0002517339,0.01932469,0.0004661463,0.000112393,0.07025928,0.0005357284,0.005657715,0.0195107,0.03128881,0.852378,0.00008536623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02653196,0.02835944,0.01284155,0.894469,0.01543054,0.0001302073,0.001051236,0.0006526068,0.02053357],"genre_scores_gemma":[0.4090716,0.03208231,0.0275541,0.3984106,0.08718617,0.0002298276,0.002146804,0.0003913933,0.04292728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.002657923,"threshold_uncertainty_score":0.008824706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965322735931631,"score_gpt":0.5191612934268579,"score_spread":0.3226290198336949,"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."}}