{"id":"W4220660107","doi":"10.1007/s12105-022-01420-1","title":"Update from the 5th Edition of the World Health Organization Classification of Head and Neck Tumors: Salivary Glands","year":2022,"lang":"en","type":"article","venue":"Head and Neck Pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Pathology; Adenocarcinoma; Salivary duct carcinoma; Salivary gland; Medicine; Adenoma; Adenoid; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715695,0.001128204,0.001802119,0.006387062,0.0004482201,0.001766417,0.00168151,0.001459424,0.01277735],"category_scores_gemma":[0.008599926,0.0003624776,0.001295623,0.004805265,0.0004932191,0.00236304,0.001177709,0.002425327,0.01053873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523089,"about_ca_system_score_gemma":0.004182343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237887,"about_ca_topic_score_gemma":0.02568949,"domain_scores_codex":[0.9983622,0.0002935449,0.0003861365,0.0001314126,0.0006928036,0.0001339903],"domain_scores_gemma":[0.9936228,0.0008804281,0.0007112348,0.0001416682,0.004266589,0.0003772962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001170987,0.00004110275,0.002226566,0.001687573,0.00007465459,0.0003123599,0.00004819838,0.000181603,0.0003694793,0.000621884,0.7674943,0.2268252],"study_design_scores_gemma":[0.00004269396,0.00003872256,0.005245396,0.001777645,0.0001416754,0.001533333,0.00005628122,0.00006863406,0.0001435468,0.0004146833,0.9905076,0.00002980658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004052,0.7983585,0.006364363,0.04530253,0.07420241,0.0004275977,0.02963867,0.0008559945,0.04079803],"genre_scores_gemma":[0.01632409,0.7856475,0.02076489,0.03476305,0.03918162,0.0006120866,0.06788377,0.0003236405,0.03449941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01277735,"threshold_uncertainty_score":0.04274452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492053542868599,"score_gpt":0.2882591371541174,"score_spread":0.2633386017254314,"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."}}