{"id":"W2968742802","doi":"10.1002/dc.24301","title":"Pleomorphic adenoma with bizarre myoepithelial cells: A diagnostic challenge on cytologic smear","year":2019,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Myoepithelial cell; Pleomorphic adenoma; Pathology; Medicine; Parotid gland; Salivary gland; Mixed tumor; Adenoma; Carcinoma ex pleomorphic adenoma; Myoepithelioma; Immunohistochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000225087,0.0005974526,0.001070167,0.0002994066,0.000127491,0.00003089574,0.0002319848,0.000306403,0.001379184],"category_scores_gemma":[0.001225416,0.0004187311,0.0002085287,0.00030426,0.0002286859,0.000068335,0.00009700189,0.0005167647,0.004320174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139956,"about_ca_system_score_gemma":0.0001573161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000547267,"about_ca_topic_score_gemma":0.00004128939,"domain_scores_codex":[0.9969495,0.0002095512,0.000477939,0.001058063,0.000457956,0.0008470049],"domain_scores_gemma":[0.9925262,0.005815409,0.0002029377,0.0009757956,0.0001249931,0.0003546661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007804492,0.003817099,0.9646137,0.0001856717,0.0001756829,0.02414043,0.0004870215,0.00009037837,0.0002460145,0.003271089,0.0008678255,0.001324635],"study_design_scores_gemma":[0.01041501,0.02286562,0.9530405,0.0009361121,0.0006944802,0.00350611,0.0002981125,0.00005256891,0.003778887,0.0004169136,0.003234247,0.0007614438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878278,0.00157874,0.00002569455,0.002756194,0.0008008654,0.001831379,0.0001189547,0.0002317303,0.004828625],"genre_scores_gemma":[0.9947482,0.001630507,0.0002470312,0.001812626,0.0004102934,0.000558044,0.0001796361,0.00009765093,0.0003160338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02063432,"threshold_uncertainty_score":0.9998264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011561369847148,"score_gpt":0.2316125091342603,"score_spread":0.2200511392871123,"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."}}