{"id":"W4404651506","doi":"10.1007/s12022-024-09836-x","title":"Consensus Statement: Recommendations on Actionable Biomarker Testing for Thyroid Cancer Management","year":2024,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; CancerCare Manitoba; University of Toronto; Western University; Toronto General Hospital; McMaster University; Centre Hospitalier de l’Université de Montréal; University of Alberta; Université de Montréal; University of Manitoba; BC Cancer Agency","funders":"","keywords":"Medicine; Thyroid cancer; Medullary thyroid cancer; Biomarker; Anaplastic thyroid cancer; Follicular thyroid cancer; Intensive care medicine; Thyroid; Cancer; Oncology; Papillary thyroid cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0632151,0.001806829,0.002844692,0.007214448,0.003266137,0.005432627,0.009097357,0.02303279,0.01481256],"category_scores_gemma":[0.1487952,0.001419971,0.008755211,0.004975601,0.002820776,0.005054111,0.006298799,0.01934642,0.01405085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007494294,"about_ca_system_score_gemma":0.05157067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153068,"about_ca_topic_score_gemma":0.01574077,"domain_scores_codex":[0.9575219,0.01996185,0.008797207,0.001802844,0.009490678,0.002425567],"domain_scores_gemma":[0.8369876,0.04925734,0.009488726,0.003612033,0.0914911,0.009163096],"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":[0.00009931888,0.0001451374,0.0009373719,0.006239918,0.0001709821,0.0003893904,0.0005068715,0.0007278188,0.0003920845,0.008682957,0.8331567,0.1485515],"study_design_scores_gemma":[0.0002074778,0.00009086415,0.001320502,0.03231484,0.0004097338,0.0005278258,0.0005337656,0.0003716905,0.0003749195,0.01489118,0.9488461,0.0001111713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0009880752,0.05484782,0.01824249,0.8450807,0.03385309,0.003414024,0.004487983,0.0006153295,0.03847057],"genre_scores_gemma":[0.0211956,0.1504618,0.1986377,0.5445528,0.017887,0.01313191,0.01636208,0.0005421393,0.03722895],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0632151,"threshold_uncertainty_score":0.3343173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638575475108897,"score_gpt":0.3847266214313144,"score_spread":0.3183408666802254,"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."}}