{"id":"W4211169947","doi":"10.1038/s41598-022-06167-x","title":"Correlation of radiological features of white epidermoid cysts with histopathological findings","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Epidermoid cyst; Medicine; Hyperintensity; Magnetic resonance imaging; Radiology; Epidermal Cyst; Lesion; Pathology; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005825726,0.0003309519,0.0003348789,0.003002955,0.0002893076,0.0005382557,0.0003125071,0.0003488155,0.001848136],"category_scores_gemma":[0.004005343,0.0003547839,0.0002657358,0.001030181,0.0005826048,0.0007477788,0.0005379025,0.0002843737,0.0003745276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284912,"about_ca_system_score_gemma":0.0002139045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004833985,"about_ca_topic_score_gemma":0.000506003,"domain_scores_codex":[0.9994394,0.00008183833,0.0001553441,0.00009570043,0.0001443831,0.0000832658],"domain_scores_gemma":[0.997048,0.0007496824,0.001355117,0.0002603288,0.0003321924,0.0002548008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165457,0.0000346681,0.9714941,0.00004096613,0.00002845106,0.02167393,0.000118377,0.00008722395,0.003535042,0.00003737322,0.00004609566,0.00278729],"study_design_scores_gemma":[0.00001112902,0.0001807097,0.8263888,0.00003094929,0.00005893589,0.1695369,0.0004700415,0.000369797,0.002425668,0.00007251631,0.0004391572,0.00001533083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984708,0.0005345789,0.0002006483,0.00001311836,0.00000539885,0.00001464591,0.00006161227,0.000007661466,0.0006915947],"genre_scores_gemma":[0.9991679,0.0003059623,0.0002877374,0.00001060169,0.00001227362,0.000006668608,0.0001001763,0.000003167312,0.0001055136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003002955,"threshold_uncertainty_score":0.006182611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247307760684159,"score_gpt":0.2433705649438209,"score_spread":0.2308974873369793,"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."}}