{"id":"W1969914210","doi":"10.1155/2011/705305","title":"Well-Differentiated Thyroid Carcinomas: Management of the Central Lymph Node Compartment and Emerging Biochemical Markers","year":2011,"lang":"en","type":"article","venue":"Journal of Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lymph node; Thyroglobulin; Thyroid cancer; Compartment (ship); Disease; Thyroid; Thyroid carcinoma; Lymph; Incidence (geometry); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237316,0.0001168333,0.000386759,0.00006111067,0.00003484437,0.000003028711,0.00010245,0.00005840096,0.0001466766],"category_scores_gemma":[0.000004836101,0.00006965424,0.0001545911,0.00007806592,0.0001160666,0.00002420468,0.00007210883,0.0001126318,0.000001515169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003038894,"about_ca_system_score_gemma":0.00008300597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004321876,"about_ca_topic_score_gemma":0.00000351883,"domain_scores_codex":[0.9989964,0.00006082518,0.0004297005,0.0001125593,0.0001929093,0.0002076122],"domain_scores_gemma":[0.9992572,0.00002932206,0.0003608681,0.000147885,0.00006902968,0.0001356591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002851532,0.003202212,0.9578409,0.0002596835,0.002765954,0.0006198931,0.001821547,0.000007761279,0.008630062,0.0004289098,0.01041497,0.01115661],"study_design_scores_gemma":[0.005732497,0.0008736406,0.9753529,0.0001869693,0.0008347078,0.0003072294,0.0006248833,0.00002577302,0.01414388,0.00004831139,0.00180824,0.00006092512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992375,0.002460485,0.00001544381,0.00126881,0.0003821596,0.0001834147,0.000003189836,0.00000388827,0.003307587],"genre_scores_gemma":[0.9973506,0.001359327,0.0009694122,0.0001874633,0.00005867997,0.000005807847,0.000001593271,0.000009168114,0.00005798156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751207,"threshold_uncertainty_score":0.2840417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294422184408792,"score_gpt":0.2731671278323256,"score_spread":0.2502229059882377,"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."}}