{"id":"W4322748126","doi":"10.1007/978-3-319-28845-1_5615-1","title":"Other Epithelial Tumors (Adenosquamous Carcinoma, Mucoepidermoid Carcinoma, Adenoid Basal Carcinoma, Adenoid Cystic Carcinoma)","year":2023,"lang":"en","type":"book-chapter","venue":"Encyclopedia of pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mucoepidermoid carcinoma; Adenoid cystic carcinoma; Adenosquamous carcinoma; Carcinoma; Pathology; Medicine; Adenocarcinoma; Internal medicine; Cancer","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007525939,0.002261283,0.004285668,0.001555343,0.0003202409,0.00003980752,0.0009211935,0.001807671,0.00235283],"category_scores_gemma":[0.0004426348,0.002051646,0.001569009,0.0003140549,0.001009532,0.0001670581,0.0005923966,0.001942927,0.002283084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006044927,"about_ca_system_score_gemma":0.001351845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855528,"about_ca_topic_score_gemma":0.0003658083,"domain_scores_codex":[0.9908671,0.0003847906,0.002669604,0.002689475,0.001456544,0.001932494],"domain_scores_gemma":[0.9932648,0.001125013,0.001459445,0.002623925,0.0004989909,0.001027811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001437238,0.001227634,0.8438056,0.00203455,0.0007642249,0.106355,0.002909614,0.00001323008,0.0003378518,0.01815724,0.02098054,0.001977305],"study_design_scores_gemma":[0.009554216,0.005117106,0.9456719,0.0007242646,0.004257787,0.005905767,0.0003352313,0.00004761046,0.001082611,0.006587651,0.01801437,0.002701505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6693769,0.01022193,0.00002968444,0.001014947,0.003442572,0.003016034,0.002649816,0.0004521178,0.3097961],"genre_scores_gemma":[0.7959469,0.0007139486,0.0003761846,0.0007415995,0.002709093,0.0003661311,0.001039399,0.000748592,0.1973582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265701,"threshold_uncertainty_score":0.9994882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262767762558076,"score_gpt":0.2534081674138465,"score_spread":0.2307804897882658,"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."}}