{"id":"W3165116893","doi":"10.1097/pas.0000000000001741","title":"DEK-AFF2 Carcinoma of the Sinonasal Region and Skull Base","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Pathology; Medicine; Carcinoma; Skull; Cervical lymph nodes; Esthesioneuroblastoma; Metastasis; Nasal cavity; Cancer; Anatomy; Internal medicine","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":[0.0006410772,0.0001201583,0.0008066908,0.0000560646,0.00006582035,0.000004045139,0.000152721,0.00006862148,0.00007185325],"category_scores_gemma":[0.0002548788,0.0000576559,0.0002655416,0.0003493819,0.001468153,0.00002761801,0.000116672,0.0005355324,0.000003122211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054119,"about_ca_system_score_gemma":0.0002780159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001126345,"about_ca_topic_score_gemma":0.000002570904,"domain_scores_codex":[0.997953,0.0008924502,0.0005265095,0.0001516249,0.0002333081,0.0002431126],"domain_scores_gemma":[0.9978406,0.000921712,0.000502212,0.0002936062,0.0002551602,0.0001866773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009708395,0.001779885,0.6020974,0.000119333,0.0003579855,0.1224212,0.002024281,0.0000263527,0.05797791,0.005087019,0.003286465,0.1951137],"study_design_scores_gemma":[0.004264576,0.004279906,0.740653,0.0001227807,0.0003031298,0.2096309,0.0009779256,0.00003815651,0.004693849,0.0007841372,0.03409879,0.0001528136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702609,0.001018763,0.00003279991,0.02717979,0.000185652,0.00006431591,0.000002309777,0.000004091538,0.001251389],"genre_scores_gemma":[0.9970002,0.0005649364,0.0002209797,0.001743342,0.0002562798,9.886164e-7,5.989277e-7,0.00001158757,0.0002010546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949609,"threshold_uncertainty_score":0.540947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075152776637432,"score_gpt":0.2804436335992635,"score_spread":0.2596921058328892,"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."}}