{"id":"W6911531883","doi":"10.5281/zenodo.12682216","title":"A Study on Correlation of ER, PR Status and Serum Estradiol Levels with Histopathology Type among Women with Dysfunctional Uterine Bleeding","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Dysfunctional uterine bleeding; Histopathology; Endometrium; Estrogen receptor; Hyperplasia; Prospective cohort study; Endometrial hyperplasia; Estrogen","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":[0.0004355016,0.0001944824,0.0002613458,0.0008121936,0.0003321173,0.000331009,0.0001618965,0.0003034461,0.001892149],"category_scores_gemma":[0.002085381,0.0002318376,0.0002905318,0.0006821371,0.0002195004,0.0004173442,0.0002793971,0.0003039119,0.0002350251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231581,"about_ca_system_score_gemma":0.0001855574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539522,"about_ca_topic_score_gemma":0.0007125434,"domain_scores_codex":[0.9996961,0.0000732297,0.00004751665,0.00007559801,0.00005535765,0.00005215186],"domain_scores_gemma":[0.9990624,0.0003118696,0.0003325751,0.00005192016,0.00009299025,0.0001483335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154493,0.00002393505,0.9984722,0.00001134835,0.00001880042,0.0001733991,0.00006176543,0.000007980751,0.0001814527,0.000007585307,0.00003080866,0.0008953075],"study_design_scores_gemma":[0.000005712535,0.0003422498,0.9974796,0.000007466099,0.0000278579,0.001432383,0.0002924483,0.00006645476,0.00006796694,0.00002324524,0.0002521361,0.000002516661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988924,0.0005459638,0.00005701974,0.00003406464,0.000006150965,0.00001078583,0.0001013128,0.000001547455,0.00035069],"genre_scores_gemma":[0.9995543,0.0001367755,0.00004367382,0.00001706565,0.000009563474,0.000008145782,0.00009329076,7.37155e-7,0.0001363992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001892149,"threshold_uncertainty_score":0.006329894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177765054278223,"score_gpt":0.2752927616472289,"score_spread":0.2235151111044467,"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."}}