{"id":"W2885515157","doi":"10.1007/s12105-018-0959-6","title":"Identifying Candidate Biomarkers for Pleomorphic Adenoma: A Case–Control Study","year":2018,"lang":"en","type":"article","venue":"Head and Neck Pathology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Western University; London Health Sciences Centre","funders":"","keywords":"Immunostaining; Biology; Pathology; Downregulation and upregulation; Reverse transcription polymerase chain reaction; Adenoma; Immunohistochemistry; Gene expression; Medicine; Gene; Immunology; Biochemistry","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":[0.0002207926,0.0001571043,0.0003790144,0.0001080999,0.0002192659,0.0000181893,0.00002978059,0.00006908445,0.00007677699],"category_scores_gemma":[0.00003962503,0.0001180282,0.00006415027,0.00008127229,0.0001075589,0.0000349601,0.00002418288,0.00006102374,0.0000214597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002326215,"about_ca_system_score_gemma":0.00003164522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001908631,"about_ca_topic_score_gemma":0.0006783904,"domain_scores_codex":[0.9989786,0.00007172456,0.0002180007,0.0003665462,0.0000694554,0.000295642],"domain_scores_gemma":[0.9993935,0.0001284459,0.00005901567,0.0002165145,0.00006398345,0.0001385729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007256363,0.0007550535,0.9730451,0.00004717062,0.0003025675,0.01961724,0.0009593362,2.18848e-8,0.0002097112,0.0001231084,0.0004523841,0.003762643],"study_design_scores_gemma":[0.01503268,0.006409673,0.9468758,0.0000525732,0.000639923,0.02937055,0.0007835617,0.00005992108,0.0002189673,0.0001377191,0.0002767891,0.0001418932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966171,0.001074276,0.0001033261,0.0004618771,0.0002152578,0.001155055,0.00008994067,0.00004299701,0.0002401641],"genre_scores_gemma":[0.9985594,0.00003664893,0.0003306695,0.0004433992,0.0002693801,0.0002421489,0.00001696794,0.00002004255,0.00008132373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616938,"threshold_uncertainty_score":0.481305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715602208191263,"score_gpt":0.3308206745021823,"score_spread":0.2936646524202696,"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."}}