{"id":"W4311290463","doi":"10.1097/pgp.0000000000000916","title":"Villoglandular Pattern in HPV-associated Endocervical Adenocarcinoma is Associated With Excellent Prognosis: A Reappraisal of 31 Cases Using IECC and Silva Pattern Classification","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Lymphovascular invasion; Cervix; Adenocarcinoma; Stage (stratigraphy); Lymph node; Context (archaeology); Univariate analysis; Pathology; Proportional hazards model; Metastasis; Survival analysis; Oncology; Internal medicine; Gynecology; Multivariate analysis; Cancer; Biology","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":[0.00101381,0.0003494421,0.0003011993,0.001886333,0.0004095386,0.0004979895,0.0002810246,0.0004673757,0.0008590832],"category_scores_gemma":[0.002450349,0.0002578318,0.000336483,0.0009106563,0.0006326857,0.0005040063,0.0007163549,0.00024576,0.0002766953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595716,"about_ca_system_score_gemma":0.000191976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008955943,"about_ca_topic_score_gemma":0.001348744,"domain_scores_codex":[0.9994259,0.000139614,0.0001104688,0.00009472232,0.0001125055,0.0001168801],"domain_scores_gemma":[0.9989122,0.0003395269,0.00027847,0.0001423873,0.0001617331,0.0001655863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001078754,0.00001241479,0.9903622,0.00001439608,0.00001506332,0.004028301,0.00007465634,0.00005263049,0.001770105,0.00002155658,0.00002435507,0.003516478],"study_design_scores_gemma":[0.00001247798,0.0002491848,0.9395825,0.0000200274,0.00005577724,0.05698349,0.0006545578,0.0006767225,0.001090681,0.00009024489,0.0005699719,0.00001439133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983057,0.0004610405,0.0005036165,0.00001681998,0.000005166844,0.00001502635,0.00002627458,0.000006137177,0.0006602746],"genre_scores_gemma":[0.9995129,0.0001767855,0.0002049682,0.000005840443,0.000008306359,0.000004563371,0.00003804766,0.000001457149,0.00004704792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886333,"threshold_uncertainty_score":0.005361617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0593014672676886,"score_gpt":0.3228936143054001,"score_spread":0.2635921470377115,"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."}}