{"id":"W3016161450","doi":"10.1002/dc.24431","title":"Metastatic adenoid cystic carcinoma with high‐grade transformation (“dedifferentiation”) in pleural effusion and neck lymph node: A diagnostic challenge on cytology?","year":2020,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adenoid cystic carcinoma; Pathology; Lymph node; Myoepithelial cell; Population; Pleomorphism (cytology); Pleural effusion; Carcinoma; Immunohistochemistry; Radiology","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":[0.001076887,0.0009029955,0.0009396434,0.001555735,0.001182418,0.001708201,0.001046191,0.003521865,0.001473132],"category_scores_gemma":[0.004671216,0.0006681682,0.0004861597,0.0009401271,0.002071242,0.003083629,0.001273957,0.001845945,0.001058421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725031,"about_ca_system_score_gemma":0.0005479011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009920038,"about_ca_topic_score_gemma":0.001761608,"domain_scores_codex":[0.9992706,0.0001349448,0.000119302,0.00009531996,0.0001834931,0.0001963574],"domain_scores_gemma":[0.9986008,0.0005177688,0.0002511111,0.0001827875,0.0001954358,0.0002521966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001055414,0.00003903048,0.04827662,0.000271102,0.0000181894,0.9200284,0.0004790192,0.0001739953,0.007946557,0.0006410871,0.001508399,0.02051214],"study_design_scores_gemma":[0.00001732906,0.00004350983,0.00841439,0.000138248,0.00003247322,0.9821143,0.0009900902,0.001308602,0.002478842,0.0009578573,0.003488162,0.00001624642],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918335,0.03445232,0.01496103,0.0173098,0.0009537063,0.0003362884,0.0001706016,0.0003301959,0.01315115],"genre_scores_gemma":[0.9853598,0.006477263,0.00470687,0.00168512,0.001162425,0.00003044669,0.00007291825,0.00002619783,0.00047883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521865,"threshold_uncertainty_score":0.005695224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002322205843331,"score_gpt":0.2466897303784773,"score_spread":0.226666508320044,"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."}}