{"id":"W2587842552","doi":"10.1097/dad.0000000000000810","title":"Cutaneous Apocrine Carcinoma With an In Situ Component and Histiocytoid and Signet-Ring Cells","year":2017,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Apocrine; Pathology; Signet ring cell; Axilla; Medicine; Metastasis; Carcinoma; Immunohistochemistry; Progesterone receptor; Estrogen receptor; Breast cancer; Internal medicine; Cancer; Adenocarcinoma","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":[0.0001020384,0.0001082269,0.0004708779,0.0001408372,0.0001041332,0.00002327518,0.00008770264,0.00002403085,0.000005671238],"category_scores_gemma":[0.00002316366,0.00008376256,0.00002440555,0.00003404109,0.0005676934,0.00008868867,0.00004614247,0.0002371075,5.947664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004006025,"about_ca_system_score_gemma":0.00006999259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357108,"about_ca_topic_score_gemma":0.00008893072,"domain_scores_codex":[0.9992782,0.00006385188,0.0002520577,0.0001227652,0.0001065878,0.0001765682],"domain_scores_gemma":[0.9991616,0.00004625476,0.0003107362,0.0002192145,0.00005837934,0.0002038046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008859079,0.0001092995,0.8585003,0.0000337737,0.00001620035,0.02200408,0.001454152,0.00001017103,0.1009366,0.00003495776,0.00002957589,0.015985],"study_design_scores_gemma":[0.001941644,0.002735839,0.6275198,0.00009752093,0.00007735358,0.3617676,0.0009554137,0.00009037195,0.004357873,0.00004067441,0.0002933581,0.0001226144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978384,0.0003636371,0.0001575192,0.00111708,0.00006209738,0.00007213372,0.000001756335,0.000004489453,0.0003828242],"genre_scores_gemma":[0.9974813,0.0002078627,0.001878904,0.0003301511,0.00007363682,0.000001281684,6.927058e-7,0.00001280577,0.00001336167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397635,"threshold_uncertainty_score":0.3415738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073527906730554,"score_gpt":0.2671112448129173,"score_spread":0.2563759657456117,"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."}}