{"id":"W2003674176","doi":"10.1097/dad.0000000000000073","title":"Primary Cutaneous Versus Salivary Gland Origin Mucoepidermoid Carcinoma","year":2014,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Mucoepidermoid carcinoma; Parotid gland; Medicine; Neck dissection; Asymptomatic; Salivary gland; Parotidectomy; Pathology; Immunohistochemistry; Dissection (medical); Carcinoma; Anatomy","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":[0.0002365952,0.0002277754,0.0009279673,0.0002260786,0.00006274207,0.0000152085,0.0001438527,0.00005522748,0.00006287252],"category_scores_gemma":[0.0001361754,0.0001681901,0.0002398607,0.0001907638,0.0002745182,0.00007754927,0.00003851252,0.0002909292,0.00004873808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106155,"about_ca_system_score_gemma":0.0001619893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000335318,"about_ca_topic_score_gemma":0.000002574699,"domain_scores_codex":[0.9982961,0.0002668101,0.0005910729,0.0002139489,0.0002804438,0.0003516595],"domain_scores_gemma":[0.9981874,0.0005078345,0.0005334135,0.0003158859,0.000144809,0.0003106111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001248073,0.0003343871,0.9739124,0.00002724559,0.0001182054,0.01057567,0.0001862422,0.000004761934,0.0001910698,0.0002813911,0.001263366,0.01185723],"study_design_scores_gemma":[0.006945762,0.00815082,0.6678663,0.00008301551,0.0005690437,0.3037589,0.0002767958,0.0000406429,0.0008797886,0.0001928133,0.01097729,0.0002587785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991347,0.0005893071,0.0002457905,0.002221288,0.0006189031,0.0001073593,0.000004713937,0.00002689488,0.004838752],"genre_scores_gemma":[0.9943967,0.0002079598,0.00284927,0.001994527,0.000466466,0.00000547222,0.00001351759,0.00003233108,0.00003378848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306046,"threshold_uncertainty_score":0.6858595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389551769155197,"score_gpt":0.2702438166616073,"score_spread":0.2563482989700553,"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."}}