{"id":"W3022553471","doi":"10.1097/pas.0000000000001498","title":"Middle Ear and Temporal Bone Nonkeratinizing Squamous Cell Carcinomas With DEK-AFF2 Fusion","year":2020,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Ear and Head Tumors","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Pathology; Skull; Temporal bone; Differential diagnosis; Biopsy; Immunohistochemistry; Medicine; Middle ear; Biology; 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":[0.0003355063,0.0001302612,0.0006080421,0.00005573948,0.00008657516,0.00001039932,0.00008198055,0.00003161305,0.00005485945],"category_scores_gemma":[0.00003743718,0.0000701503,0.00008837221,0.0002020852,0.0005324643,0.00003814907,0.00004914959,0.0005197696,0.00001104453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353194,"about_ca_system_score_gemma":0.00008919671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002548216,"about_ca_topic_score_gemma":0.000002954459,"domain_scores_codex":[0.9988661,0.0001955222,0.0003467984,0.0001489057,0.0002178743,0.0002248254],"domain_scores_gemma":[0.9989518,0.0001822239,0.0003509489,0.0001202332,0.00009515203,0.0002996318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01619643,0.0005339039,0.8304678,0.0001853166,0.00007792204,0.07762719,0.01200021,0.00006399467,0.04836967,0.0001815004,0.001073323,0.01322272],"study_design_scores_gemma":[0.02325089,0.07701855,0.6455397,0.0003405896,0.00104377,0.2080477,0.01987647,0.0008638871,0.005959676,0.0001959131,0.01688851,0.0009743893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873925,0.0008001442,0.00008713744,0.01049692,0.00003105856,0.0000913211,0.000001834289,0.00001242666,0.001086693],"genre_scores_gemma":[0.9963376,0.0001060141,0.001605297,0.001547265,0.0003230051,8.052141e-7,0.000001305113,0.0000193646,0.00005936592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849281,"threshold_uncertainty_score":0.2860646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614941390462808,"score_gpt":0.249074403962332,"score_spread":0.2229249900577039,"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."}}