{"id":"W4400117338","doi":"10.1530/rep-23-0483","title":"Stem cell-conditioned medium improves methylation patterns and quality of caprine preantral follicles","year":2024,"lang":"en","type":"article","venue":"Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ste. Anne's Hospital","funders":"","keywords":"Andrology; Follicular phase; Oocyte; Mesenchymal stem cell; Methylation; Stromal cell; Biology; H3K4me3; Theca; DNA methylation; In vivo; Follicle; In vitro; Cell biology; Chemistry; Immunology; Endocrinology; Gene expression; Biochemistry; Genetics; Cancer research; Medicine; Gene; Promoter; Embryo","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":[],"consensus_categories":[],"category_scores_codex":[0.001062346,0.0001044141,0.0002400435,0.00008280496,0.00004626321,0.000008997898,0.00002464538,0.00009234984,0.00002892567],"category_scores_gemma":[0.00009827944,0.00008342492,0.0000663732,0.0001315587,0.0001157169,0.0001625163,0.0000218182,0.0001392794,0.000004798046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003814356,"about_ca_system_score_gemma":0.00004357833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002458557,"about_ca_topic_score_gemma":0.000008037249,"domain_scores_codex":[0.9986347,0.0001263206,0.0003442393,0.0006447011,0.0001368281,0.0001132294],"domain_scores_gemma":[0.999255,0.00005019905,0.00009111023,0.0004381954,0.0001202879,0.00004523508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006863984,0.0001048301,0.03011016,0.0009341055,0.0000865835,0.000001820846,0.000654755,0.000001462318,0.9304543,0.0001993854,0.000048563,0.03671769],"study_design_scores_gemma":[0.0001690889,0.0001152995,0.577348,0.00002753727,0.00005730384,0.00001657282,0.0001547358,0.00002307351,0.42148,0.0003378615,0.0002220455,0.00004847295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937113,0.003008027,0.0005651579,0.001422149,0.0006061402,0.0003863433,0.00001739613,0.000106996,0.0001764787],"genre_scores_gemma":[0.9981623,0.00020095,0.0001318021,0.00001126046,0.0005232628,0.00001797053,0.00005788251,0.00001036458,0.0008842095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472379,"threshold_uncertainty_score":0.340197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912678209362654,"score_gpt":0.3171460246557102,"score_spread":0.2780192425620837,"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."}}