{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006619609,0.0001919605,0.0003773074,0.0001683471,0.00003157521,0.00001421468,0.0001767313,0.000102921,0.00009785716],"category_scores_gemma":[0.0001137616,0.0001055686,0.0001273765,0.0002940789,0.00006837612,0.0001632027,0.000046414,0.0001260982,0.00004272367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960688,"about_ca_system_score_gemma":0.00005349276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009123494,"about_ca_topic_score_gemma":0.0003003841,"domain_scores_codex":[0.9981203,0.0002720701,0.0006262882,0.0004203026,0.0003262029,0.0002348291],"domain_scores_gemma":[0.9987695,0.000255606,0.000217049,0.0006338326,0.0000775699,0.00004648294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004847459,0.0008979967,0.2120902,0.00002734178,0.00004737013,0.0002369037,0.002122954,0.000006033439,0.7685433,0.0003218483,0.0004002957,0.01482101],"study_design_scores_gemma":[0.003198366,0.0004340804,0.96022,0.0001248658,0.0001168873,0.00002222927,0.0002674157,0.00004437175,0.03431521,0.001063921,0.00007766386,0.0001150326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925128,0.003404504,0.0003646153,0.002754049,0.0001447305,0.0005625263,0.00008671037,0.00002263954,0.0001474707],"genre_scores_gemma":[0.9984213,0.0007375909,0.000255947,0.0002625741,0.00008452679,0.0001204903,0.00005275862,0.00001909624,0.00004575546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7481298,"threshold_uncertainty_score":0.4304963,"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."}}