{"id":"W3211189157","doi":"10.3389/fonc.2021.762329","title":"Association of Myometrial Invasion With Lymphovascular Space Invasion, Lymph Node Metastasis, Recurrence, and Overall Survival in Endometrial Cancer: A Meta-Analysis of 79 Studies With 68,870 Patients","year":2021,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Endometrial cancer; Medicine; Lymphovascular invasion; Meta-analysis; Internal medicine; Oncology; Metastasis; Univariate analysis; Cancer; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002221429,0.0006747533,0.01503041,0.004833223,0.00004094302,0.00001315415,0.000226708,0.0005982292,0.0001035369],"category_scores_gemma":[0.003608846,0.000422113,0.001527129,0.01069015,0.0002000343,0.0001128333,0.0001923369,0.0004095755,4.903537e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728512,"about_ca_system_score_gemma":0.001756944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931877,"about_ca_topic_score_gemma":0.001520906,"domain_scores_codex":[0.9933456,0.002000246,0.00185804,0.0009966637,0.001310627,0.0004887981],"domain_scores_gemma":[0.9935989,0.002561361,0.002397954,0.0005119752,0.0007696798,0.0001600806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003780977,0.001792306,0.2842441,0.005525984,0.4593807,0.0001168431,0.0002347981,0.00007028986,2.564192e-7,0.00001391163,0.0005191555,0.2443206],"study_design_scores_gemma":[0.04711758,0.003207354,0.007805029,0.00368696,0.8378156,0.000007599937,0.0003865961,0.00000661852,0.00001734679,0.00002527519,0.09924946,0.0006745388],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005791933,0.9907453,0.00005437405,0.0001012923,0.0009118439,0.001805968,0.0004897403,0.000008829052,0.00009071713],"genre_scores_gemma":[0.001225771,0.9939358,0.003479605,0.00004356014,0.0001020826,0.0005081696,0.0005518546,0.00004564414,0.0001074838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3784349,"threshold_uncertainty_score":0.9998231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09654874125930452,"score_gpt":0.3700210145462801,"score_spread":0.2734722732869755,"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."}}