{"id":"W3139067930","doi":"10.1097/pgp.0000000000000770","title":"Dedifferentiation in Breast Metastasis of Endometrial Carcinoma: A Diagnostic Dilemma","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of Calgary","funders":"","keywords":"Carcinoma; Metastasis; Medicine; Breast carcinoma; Pathology; Endometrial cancer; Breast cancer; Biopsy; Oncology; Cancer; Internal 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":[0.0003133697,0.00008182477,0.0002381543,0.0001225188,0.00001074295,0.000009565168,0.0002105467,0.0001281129,0.0001733405],"category_scores_gemma":[0.002921363,0.00006795964,0.0001645899,0.00009257474,0.00005744648,0.000005822405,0.0001014269,0.0001273846,0.000001553122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004405289,"about_ca_system_score_gemma":0.0001347725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007435771,"about_ca_topic_score_gemma":0.00002585347,"domain_scores_codex":[0.9988385,0.0001881673,0.0005103482,0.0001461077,0.0002038852,0.0001129707],"domain_scores_gemma":[0.9986955,0.0002927293,0.0003113381,0.00008657224,0.0005734045,0.0000404479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007306463,0.001025718,0.2819794,0.00001570089,0.0002644122,0.001685654,0.00007341677,0.001658048,0.6888205,0.0004454392,0.0005019351,0.02279909],"study_design_scores_gemma":[0.006174212,0.000941247,0.8674136,0.00004831366,0.00008751849,0.004285824,0.0001211073,0.0001879208,0.1174928,0.00206431,0.0009745044,0.0002085875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956947,0.0006612737,0.002126555,0.0004473679,0.0008866924,0.00003612591,0.00003857469,0.000001431813,0.0001073004],"genre_scores_gemma":[0.9981511,0.000303745,0.001027889,0.000132741,0.0003237119,0.000003606413,0.00004052388,0.000005377563,0.00001130682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854343,"threshold_uncertainty_score":0.3497356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373320735123037,"score_gpt":0.2755936950201793,"score_spread":0.261860487668949,"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."}}