{"id":"W2097194458","doi":"10.1089/thy.2015.0148","title":"Reassessing the NTCTCS Staging Systems for Differentiated Thyroid Cancer, Including Age at Diagnosis","year":2015,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Cancer Council Queensland; Pfizer; Veracyte; Novo Nordisk; Eisai; Sanofi; Exelixis; Eli Lilly and Company","keywords":"Thyroid cancer; Medicine; Thyroid; Oncology; Pathology; 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":[0.02673136,0.0005681845,0.0004754818,0.001561155,0.0005365799,0.001713241,0.001191732,0.0006759391,0.0008893213],"category_scores_gemma":[0.05060472,0.000206366,0.001048851,0.001682746,0.0005725176,0.001355801,0.00161448,0.001252714,0.0003627413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015946,"about_ca_system_score_gemma":0.002233766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328251,"about_ca_topic_score_gemma":0.02068833,"domain_scores_codex":[0.9930235,0.003881592,0.0007577747,0.0006732111,0.001302677,0.0003612778],"domain_scores_gemma":[0.9711741,0.01084459,0.005041205,0.002954981,0.009109928,0.0008751266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003637522,0.00003071579,0.9608814,0.00009744253,0.000126944,0.00003860366,0.0004052344,0.002526801,0.0004430832,0.0003496127,0.001930915,0.03280552],"study_design_scores_gemma":[0.00008635599,0.0009729482,0.9352711,0.0002419831,0.0003465271,0.0006197852,0.001375286,0.04940195,0.001596894,0.002837779,0.007188603,0.00006086422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709588,0.002219024,0.01962494,0.002209398,0.0002747335,0.0002299646,0.002025836,0.0001175306,0.002339725],"genre_scores_gemma":[0.9875308,0.0001798743,0.01048288,0.0001513181,0.00004583133,0.00006544468,0.001340693,0.00001606625,0.0001870383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673136,"threshold_uncertainty_score":0.1413706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11867594174588,"score_gpt":0.355738236843707,"score_spread":0.237062295097827,"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."}}