{"id":"W4405540889","doi":"10.1186/s13643-024-02684-0","title":"The best ovarian reserve marker to predict ovarian response following controlled ovarian hyperstimulation: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Ovarian function and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ovarian reserve; Antral follicle; Medicine; Controlled ovarian hyperstimulation; Meta-analysis; Ovarian hyperstimulation syndrome; Anti-Müllerian hormone; Gynecology; Assisted reproductive technology; Oncology; Internal medicine; Ovary; In vitro fertilisation; Pregnancy; Hormone; Biology; Infertility","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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.04586723,0.002071449,0.04578305,0.001338911,0.000590205,0.0008584529,0.0009054308,0.0006159613,0.0005472904],"category_scores_gemma":[0.03363705,0.0008987121,0.01871146,0.00527153,0.00009149319,0.000188416,0.0003064914,0.0009561456,0.002612959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004357134,"about_ca_system_score_gemma":0.0006862863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004055615,"about_ca_topic_score_gemma":0.000038152,"domain_scores_codex":[0.9645793,0.02026302,0.01083455,0.001777894,0.001703711,0.0008415198],"domain_scores_gemma":[0.9828696,0.006797138,0.00383334,0.005200121,0.0004333687,0.000866434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001418767,0.00004829847,3.131649e-7,0.7709729,0.2249487,0.00008760988,0.00008933296,4.634221e-7,2.691819e-8,0.0002915662,0.003276803,0.000142158],"study_design_scores_gemma":[0.0006576452,0.00009936018,2.166669e-7,0.3164421,0.5009087,0.000234276,0.00009239282,0.0000670751,1.100835e-9,0.00001186889,0.1811024,0.0003839505],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.042654e-8,0.8888063,0.0007460592,0.003579022,0.0005573788,0.1041826,0.00007414548,0.0001545964,0.001899871],"genre_scores_gemma":[0.000009719941,0.9225333,0.000605163,0.001939176,0.0001298307,0.03709545,0.0001093354,0.0002148318,0.03736316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4545308,"threshold_uncertainty_score":0.9993464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155369570062376,"score_gpt":0.3820978728763133,"score_spread":0.2665609158700757,"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."}}