{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476521,0.0001206555,0.0004331472,0.0001839236,0.0003164573,0.00001108471,0.00008089936,0.0000611091,0.0004271241],"category_scores_gemma":[0.0002835883,0.00008252243,0.0001253975,0.0004808502,0.0003820079,0.00005459866,0.0001311911,0.0002348973,0.000001127369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008052985,"about_ca_system_score_gemma":0.0001504127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008714813,"about_ca_topic_score_gemma":0.000001920145,"domain_scores_codex":[0.9979233,0.0001025599,0.000589274,0.0005222665,0.0006480805,0.0002145133],"domain_scores_gemma":[0.9987424,0.00004993126,0.000425202,0.0005380302,0.0001483559,0.00009609714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006152306,0.0005851783,0.8107626,0.000146711,0.00004616051,0.007084804,0.002953629,0.001193978,0.1278737,0.0006235031,0.04652952,0.001584904],"study_design_scores_gemma":[0.0007880118,0.001317972,0.9474806,0.00009290504,0.0001134884,0.0262429,0.0004107282,0.000255298,0.008581468,0.001498438,0.01299675,0.0002214797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948527,0.0003024978,0.0002518985,0.0003083654,0.001400574,0.0003118953,0.000005154714,0.00004319474,0.0025237],"genre_scores_gemma":[0.9954934,0.000001320673,0.001102128,0.00005653139,0.00002487615,0.00002404322,0.00008289334,0.000009451862,0.00320543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367179,"threshold_uncertainty_score":0.4676709,"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."}}