{"id":"W4281734726","doi":"10.32388/a0hzap.2","title":"Cutaneous Syncytial Myoepithelioma: a unique variant worth recognizing","year":2022,"lang":"en","type":"preprint","venue":"Qeios","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Myoepithelioma; Immunohistochemistry; Differential diagnosis; Pathology; Medicine; Myoepithelial cell","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002376398,0.0003462933,0.0006639506,0.0003060272,0.0001802428,0.00004481207,0.0002761289,0.0003088948,0.005872532],"category_scores_gemma":[0.0001833987,0.0003340387,0.0003583829,0.0002748469,0.00005379766,0.00002117426,0.0008744799,0.001714012,0.00009293413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795257,"about_ca_system_score_gemma":0.001075074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006793284,"about_ca_topic_score_gemma":0.00006914258,"domain_scores_codex":[0.9979544,0.0001209494,0.0004498775,0.0006017632,0.000471299,0.0004017535],"domain_scores_gemma":[0.9984082,0.0001376459,0.0001741018,0.0009419355,0.00009680822,0.0002413007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009905164,0.006064835,0.0247386,0.01040058,0.007291812,0.3003561,0.03545801,0.008472663,0.01386484,0.008764438,0.2324042,0.3422788],"study_design_scores_gemma":[0.008949345,0.00252329,0.00884909,0.006304315,0.004894943,0.08150816,0.002647008,0.008160325,0.002565139,0.01827005,0.8505284,0.004799961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179394,0.003287413,0.004188185,0.0078514,0.009245546,0.004623469,0.0009931131,0.001275153,0.1505963],"genre_scores_gemma":[0.986845,0.0006726133,0.002288093,0.001166906,0.00137816,0.0003640011,0.0003848604,0.0001197008,0.006780655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6181242,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839335353094585,"score_gpt":0.3038256644066838,"score_spread":0.2754323108757379,"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."}}