{"id":"W3133717709","doi":"10.1097/pgp.0000000000000764","title":"International Endocervical Adenocarcinoma Criteria and Classification (IECC): An Independent Cohort With Clinical and Molecular Findings","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Adenocarcinoma; Pathology; Cohort; Medicine; Internal medicine; Cancer","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":[0.0006801689,0.0003654081,0.0004299257,0.001435097,0.0008271876,0.0007000243,0.0003603399,0.0003851914,0.001866008],"category_scores_gemma":[0.002074008,0.0002819091,0.0004033625,0.001007091,0.0003830184,0.0004425021,0.0009749477,0.0005117645,0.0007450279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092324,"about_ca_system_score_gemma":0.0003954057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003889343,"about_ca_topic_score_gemma":0.00329509,"domain_scores_codex":[0.9994011,0.00008260078,0.00004887329,0.0001907478,0.0001468415,0.0001298172],"domain_scores_gemma":[0.9986624,0.0001422817,0.0001917836,0.000368764,0.0002450724,0.0003897036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002554557,0.0001010245,0.9946996,0.000006740156,0.00002316464,0.0004713098,0.0001032288,0.00003587699,0.001194933,0.00003107949,0.0002424559,0.002835077],"study_design_scores_gemma":[0.00003052667,0.0001849335,0.995167,0.00000558798,0.00002661147,0.00281802,0.000171646,0.0002178496,0.0002263725,0.00002993443,0.001113465,0.000007997789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983093,0.0001087817,0.0002230195,0.00001504164,0.000007325483,0.00005926812,0.0005443214,0.000005492349,0.0007273639],"genre_scores_gemma":[0.9972404,0.00007465224,0.0002585273,0.00003523989,0.00002268832,0.0000584738,0.001984523,0.00001020502,0.000315267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003889343,"threshold_uncertainty_score":0.007733405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575193917637083,"score_gpt":0.3709470000130035,"score_spread":0.3251950608366327,"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."}}