{"id":"W2054602838","doi":"10.1017/s0022215114001704","title":"Lymph node metastasis in thyroid papillary microcarcinoma: a study of 170 patients","year":2014,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Lymph node; Lymph; Malignancy; Lymph node metastasis; Dissection (medical); Thyroid; Neck dissection; Radiology; Metastasis; Carcinoma; Pathology; Cancer; 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":[0.0007550311,0.0001848881,0.0009497272,0.0002777357,0.00004611482,0.000002233078,0.0002575294,0.0001141871,0.0000599747],"category_scores_gemma":[0.00012229,0.0001109232,0.0001442487,0.0001963298,0.0001702256,0.00004533158,0.00008997631,0.0002784684,0.000008913961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000973945,"about_ca_system_score_gemma":0.00009744938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683651,"about_ca_topic_score_gemma":0.0001530211,"domain_scores_codex":[0.9977627,0.0007706467,0.0008057418,0.0001585514,0.0002119548,0.0002903806],"domain_scores_gemma":[0.9982865,0.0004348524,0.0006132242,0.0003782324,0.0001986696,0.0000884898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290282,0.003368456,0.9893939,0.00002757484,0.0005550041,0.0001513142,0.001421725,0.00003271409,0.001390766,0.00005187244,0.0005796844,0.001736661],"study_design_scores_gemma":[0.01167316,0.006697885,0.9774356,0.00003462769,0.0008358396,0.0007726852,0.0005033839,0.000008471025,0.00149548,0.0001287639,0.0003368331,0.00007727611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945897,0.003016596,0.00001644407,0.001495488,0.0002274272,0.0003753286,0.000004103694,0.000005135747,0.0002697567],"genre_scores_gemma":[0.9983951,0.0004449254,0.0001464653,0.0008878342,0.00007686425,0.00001471829,0.000002971787,0.00001840862,0.00001264737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195835,"threshold_uncertainty_score":0.4523317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110061451441971,"score_gpt":0.2574684475396016,"score_spread":0.2464623023954045,"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."}}