{"id":"W2911389352","doi":"10.1097/pas.0000000000001224","title":"Clinical Outcomes of HPV-associated and Unassociated Endocervical Adenocarcinomas Categorized by the International Endocervical Adenocarcinoma Criteria and Classification (IECC)","year":2019,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Oncology; Lymphovascular invasion; Adenocarcinoma; Univariate analysis; Survival analysis; Stage (stratigraphy); Multivariate analysis; Lymph node; Adjuvant therapy; Gynecology; Cancer; Metastasis; 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":[0.0007028325,0.0002090477,0.000349962,0.001357173,0.0002540629,0.0004092312,0.0002381501,0.0003182522,0.000830267],"category_scores_gemma":[0.002221527,0.0001134425,0.0002461155,0.001040183,0.0004091938,0.0003592868,0.0004712734,0.0002278023,0.0001840343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428006,"about_ca_system_score_gemma":0.0003414273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716609,"about_ca_topic_score_gemma":0.002259083,"domain_scores_codex":[0.9995847,0.00007403133,0.00007127737,0.00009557241,0.00007576019,0.00009864478],"domain_scores_gemma":[0.9981815,0.0004331922,0.0006177999,0.0001087173,0.000265042,0.0003938242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000474411,0.00004923997,0.9963667,0.00001418829,0.000022872,0.0001937329,0.00007261784,0.00008263108,0.0005726598,0.00001743122,0.0000765486,0.00205705],"study_design_scores_gemma":[0.00001105272,0.0003105551,0.9984186,0.000003661209,0.00001519575,0.0006057828,0.0001464018,0.0001251125,0.0001816169,0.00001984224,0.0001581483,0.000004068113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989781,0.0002207497,0.0000498517,0.000005239299,0.000002775929,0.00001468969,0.0004664893,0.000002058485,0.0002601102],"genre_scores_gemma":[0.9986412,0.00009129214,0.00009041651,0.000005702761,0.000006806916,0.00002027435,0.001039839,0.000001455584,0.0001031231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001716609,"threshold_uncertainty_score":0.003716946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459023215351738,"score_gpt":0.3384414782380962,"score_spread":0.3038512460845788,"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."}}