{"id":"W2335943913","doi":"10.1089/thy.2015.0551","title":"Inter-Observer Variation in the Pathologic Identification of Extranodal Extension in Nodal Metastasis from Papillary Thyroid Carcinoma","year":2016,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Mount Sinai Health System","keywords":"Medicine; Thyroid carcinoma; Concordance; Thyroid cancer; Papillary thyroid cancer; Metastasis; Pathology; Radiology; Thyroid; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08084372,0.0004391004,0.0006804622,0.002324927,0.0007486388,0.001447225,0.001004181,0.0007107327,0.0004651612],"category_scores_gemma":[0.1331896,0.0004060111,0.0008244142,0.0009144276,0.00147079,0.000963747,0.00238084,0.0005900858,0.0002407824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007103826,"about_ca_system_score_gemma":0.0004109469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498957,"about_ca_topic_score_gemma":0.003216924,"domain_scores_codex":[0.9180371,0.05081826,0.01113294,0.005819961,0.01306181,0.001129862],"domain_scores_gemma":[0.7842467,0.1684867,0.01418606,0.01152387,0.02037761,0.001178997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454216,0.00009239176,0.9400368,0.0005155617,0.001548371,0.0003166682,0.009328818,0.001685011,0.005553576,0.0003605309,0.0006004904,0.03850741],"study_design_scores_gemma":[0.00005671116,0.0006073103,0.9754803,0.0002369295,0.0006024446,0.001391898,0.003346268,0.009713825,0.005168993,0.001221107,0.002070482,0.00010369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817853,0.002211556,0.01216194,0.0001010297,0.0001442119,0.0002023747,0.0001358042,0.00006482412,0.003193055],"genre_scores_gemma":[0.9972535,0.0001151361,0.002264912,0.00003310648,0.0000229131,0.00004404981,0.0001129131,0.00001604279,0.0001373945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08084372,"threshold_uncertainty_score":0.4275476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609975590874865,"score_gpt":0.2650638768260867,"score_spread":0.2389641209173381,"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."}}