{"id":"W4221082482","doi":"10.1097/pap.0000000000000339","title":"Clear Cell Neoplasms of Salivary Glands: A Diagnostic Challenge","year":2022,"lang":"en","type":"article","venue":"Advances in Anatomic Pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mucoepidermoid carcinoma; Salivary gland; Myoepithelial cell; Clear cell; Adenoid cystic carcinoma; Adenoid; Differential diagnosis; Myoepithelioma","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":[],"consensus_categories":[],"category_scores_codex":[0.0001856262,0.0001502652,0.0004521508,0.000207604,0.00005578256,0.00000158462,0.0001208385,0.00004786985,0.0003489191],"category_scores_gemma":[0.00009025685,0.0001357618,0.00008972865,0.0002232499,0.00008966556,0.00006155587,0.0001208261,0.0002415674,0.00002004527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015247,"about_ca_system_score_gemma":0.00006063001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003851642,"about_ca_topic_score_gemma":0.00003655356,"domain_scores_codex":[0.9987407,0.0001439265,0.0003372737,0.0003315658,0.0001724977,0.0002740657],"domain_scores_gemma":[0.9989538,0.0005341982,0.0001289693,0.0002971312,0.00001834072,0.00006751513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005313125,0.002381733,0.977276,0.0001432723,0.00002924351,0.007053381,0.0008891839,0.0002602147,0.0000825168,0.003125953,0.0002204905,0.008006692],"study_design_scores_gemma":[0.02416432,0.01171839,0.8928233,0.0002512058,0.0003546129,0.003780983,0.003509271,0.0005128203,0.004364456,0.01362793,0.04404749,0.000845185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964492,0.02685529,0.00001063572,0.000385421,0.0003436636,0.0003163258,0.00005155678,0.000032169,0.007512901],"genre_scores_gemma":[0.9877343,0.01121821,0.0002957982,0.0003717068,0.00003823962,0.0002085007,0.00005996614,0.00002185527,0.0000514471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08445265,"threshold_uncertainty_score":0.5536208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007469750860974626,"score_gpt":0.2637119500756648,"score_spread":0.2562421992146902,"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."}}