{"id":"W2122165851","doi":"10.1177/0194599811415809","title":"Sentinel Lymph Node Biopsy in Thyroid Cancer","year":2011,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Sentinel lymph node; Medicine; Thyroid cancer; Biopsy; Thyroid; Oncology; Pathology; Cancer; Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006651523,0.0001550141,0.0003277683,0.000136883,0.00002722635,0.000003622835,0.00007953733,0.0001215545,0.001135993],"category_scores_gemma":[0.00001397633,0.0001288216,0.00008081186,0.0001812643,0.0000719929,0.00004371277,0.00004413797,0.0001117095,0.000179963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383591,"about_ca_system_score_gemma":0.0001057144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627291,"about_ca_topic_score_gemma":0.00008495447,"domain_scores_codex":[0.9990035,0.00003459838,0.0002152879,0.0003161301,0.00009040263,0.0003400507],"domain_scores_gemma":[0.9994808,0.00002095072,0.00005788765,0.0002969648,0.00003369548,0.0001097107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532824,0.0004748791,0.9931129,0.0000295151,0.00007501495,0.0006005691,0.0002766277,6.091338e-7,0.003297444,0.0007147941,0.0005934851,0.0006708506],"study_design_scores_gemma":[0.002884916,0.00005194706,0.9921586,0.00005157107,0.00007204844,0.0002138643,0.00003064392,0.00002747173,0.003278737,0.0001151626,0.0009977226,0.0001173146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748094,0.003045627,0.00001251376,0.001125037,0.0002206414,0.0002028647,0.000008639261,0.00005315342,0.02052211],"genre_scores_gemma":[0.9959869,0.0006632598,0.000490548,0.001864286,0.0001024054,0.0002957906,0.00001429719,0.00002585499,0.000556643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211775,"threshold_uncertainty_score":0.9997771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814099753826747,"score_gpt":0.2789198506759511,"score_spread":0.2507788531376836,"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."}}