{"id":"W2290106759","doi":"10.1089/thy.2015.0315","title":"An International Multi-Institutional Validation of Age 55 Years as a Cutoff for Risk Stratification in the AJCC/UICC Staging System for Well-Differentiated Thyroid Cancer","year":2016,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Mount Sinai Hospital","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Concordance; Cutoff; Thyroid cancer; Cohort; Stage (stratigraphy); Cancer; Internal medicine; Metastasis; Oncology","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":[0.0139076,0.0005086964,0.000375758,0.001658974,0.0005631523,0.0009943822,0.0008351261,0.0005459954,0.0006922612],"category_scores_gemma":[0.01890031,0.0002115942,0.0007202873,0.001628709,0.0004509442,0.0006358869,0.001458558,0.0004820828,0.0005497686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550293,"about_ca_system_score_gemma":0.0008838624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195834,"about_ca_topic_score_gemma":0.004108551,"domain_scores_codex":[0.9953907,0.002333015,0.0005478831,0.0005601366,0.0008539108,0.0003144132],"domain_scores_gemma":[0.9869552,0.003160178,0.004146466,0.002132234,0.002992392,0.0006135301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002733646,0.00003447064,0.9946294,0.00001756953,0.00006338378,0.00002113205,0.0001309177,0.0002368894,0.0004657967,0.00004910028,0.0002944419,0.003783516],"study_design_scores_gemma":[0.00003005424,0.0002770748,0.9959477,0.00003237388,0.0001028368,0.000140857,0.0001773801,0.001462751,0.0005069215,0.00005887881,0.001253953,0.00000926561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922503,0.000474918,0.003424576,0.00008186512,0.00008885231,0.0002565022,0.001420557,0.00003244773,0.001970048],"genre_scores_gemma":[0.9943609,0.000071321,0.00329613,0.0000344359,0.00002342835,0.0001911593,0.001818271,0.00001335303,0.0001911161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139076,"threshold_uncertainty_score":0.0735513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976294416582669,"score_gpt":0.3286289025460065,"score_spread":0.2988659583801798,"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."}}