{"id":"W4386067419","doi":"10.1016/j.beem.2023.101815","title":"Progestogens for endometrial protection in combined menopausal hormone therapy: A systematic review","year":2023,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Endocrinology & Metabolism","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Progestogen; Transdermal; Medicine; Endometrial hyperplasia; Endometrium; Gynecology; Endometrial cancer; Pill; Menopause; Estrogen; Obstetrics; Urology; Internal medicine; Pharmacology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01676632,0.0008699783,0.005374794,0.0009589172,0.0002955628,0.0001082645,0.001307128,0.001772602,0.000007539094],"category_scores_gemma":[0.08433262,0.0006567611,0.001255328,0.002071439,0.0005788263,0.00003586904,0.0007450067,0.004041432,0.0004704165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116558,"about_ca_system_score_gemma":0.001644286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053258,"about_ca_topic_score_gemma":0.00001259446,"domain_scores_codex":[0.9775059,0.01446259,0.003475654,0.001847881,0.0009394659,0.001768569],"domain_scores_gemma":[0.9886523,0.006736661,0.001554005,0.001694174,0.0009773453,0.0003854809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004001786,0.005433923,0.000001300297,0.5948948,0.009061042,0.0007316681,0.00002961673,6.107599e-7,0.0007221391,0.001343572,0.005082061,0.3786975],"study_design_scores_gemma":[0.004380547,0.007316073,7.51901e-7,0.05487813,0.003898529,0.0004850305,0.00003156944,0.000002986715,0.00004838587,0.00007889782,0.928259,0.0006200703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001084558,0.9714333,0.00002533312,0.0005905218,0.0009434131,0.02657355,0.00008197722,0.00008014473,0.0001632951],"genre_scores_gemma":[0.00002334851,0.9767285,0.0002468821,0.0001599302,0.00133188,0.01989428,0.0004320857,0.0002497556,0.0009333506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9231769,"threshold_uncertainty_score":0.9995884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2541402954187623,"score_gpt":0.5240969875174688,"score_spread":0.2699566920987065,"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."}}