{"id":"W4283400494","doi":"10.14740/wjon1483","title":"Long-Term Survival in Patients With Papillary Thyroid Cancer Who Did Not Undergo Prophylactic Central Lymph Node Dissection: A SEER-Based Study","year":2022,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Proportional hazards model; Papillary thyroid cancer; Lymph node; Surveillance, Epidemiology, and End Results; Thyroid cancer; Confounding; Hazard ratio; Dissection (medical); Epidemiology; Retrospective cohort study; Thyroid; Internal medicine; Surgery; Thyroidectomy; Cancer registry; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663092,0.0002187108,0.0007036505,0.0003462052,0.0001526266,0.00001672949,0.0001384697,0.00003627081,0.0004634734],"category_scores_gemma":[0.00001750458,0.0001614266,0.0001261553,0.0005007754,0.00005003888,0.00008689818,0.00005790516,0.0004940997,0.000001488356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601994,"about_ca_system_score_gemma":0.001286923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766122,"about_ca_topic_score_gemma":0.003079646,"domain_scores_codex":[0.9977583,0.0003455678,0.0005563107,0.000270944,0.0006813853,0.0003875305],"domain_scores_gemma":[0.9987725,0.0001478607,0.0005042109,0.0002076419,0.0001616199,0.0002061373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009979443,0.009455193,0.9712043,0.000045573,0.0003955372,0.002034009,0.0005573824,0.001971796,0.00003278751,0.000005158391,0.0001570837,0.004161759],"study_design_scores_gemma":[0.02499339,0.01266734,0.9607245,0.00009669453,0.0004262296,0.00007534923,0.0002754529,0.000008927832,0.00005414387,0.000003050694,0.000524741,0.0001501635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936489,0.0008378826,0.00001022626,0.003549919,0.00104567,0.0007010634,0.00001580597,0.00001131409,0.0001792144],"genre_scores_gemma":[0.998515,0.00006174689,0.00004337867,0.0007169619,0.0002607245,0.0001446423,0.00001072124,0.00003481755,0.0002119702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01501395,"threshold_uncertainty_score":0.9419088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664154799272396,"score_gpt":0.293633819724328,"score_spread":0.2769922717316041,"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."}}