{"id":"W4410609764","doi":"10.1016/j.clinsp.2025.100695","title":"The association between age at menarche and depression: A systematic review and meta-analysis with meta-regression","year":2025,"lang":"en","type":"review","venue":"Clinics","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mazandaran University of Medical Sciences","keywords":"Meta-regression; Meta-analysis; Depression (economics); Menarche; Association (psychology); Systematic review; Psychology; Medicine; Regression analysis; MEDLINE; Clinical psychology; Demography; Internal medicine; Biology; Statistics; Psychotherapist; Mathematics","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_broad"],"consensus_categories":[],"category_scores_codex":[0.006163415,0.000650866,0.01691865,0.00019497,0.0002483374,0.00006494935,0.0002329222,0.0003584868,0.00002736837],"category_scores_gemma":[0.00700083,0.0002330845,0.003162837,0.00064431,0.0001072171,0.00005309768,0.0003126126,0.0006451021,0.000009599451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897951,"about_ca_system_score_gemma":0.0001856912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003329624,"about_ca_topic_score_gemma":0.00001823003,"domain_scores_codex":[0.9945205,0.001940039,0.001694483,0.0009086764,0.0006652969,0.000270984],"domain_scores_gemma":[0.9868028,0.008783461,0.002373288,0.001565092,0.0003267013,0.0001486352],"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":[0.000005720854,0.00001323659,0.00009109602,0.4732955,0.5168539,0.00001580355,0.00001428332,2.710571e-8,1.133734e-8,0.00000377876,0.0003028712,0.009403757],"study_design_scores_gemma":[0.0001714025,0.0000434308,0.00003942613,0.02945314,0.8401282,0.00002097943,0.000006088303,8.159897e-7,7.803571e-8,0.00001330688,0.1299496,0.000173518],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002029003,0.9933403,0.00003473824,0.001361313,0.00003007499,0.004948288,0.00007613617,0.00003405677,0.0001730794],"genre_scores_gemma":[0.00001186431,0.9767342,0.0002112325,0.0002245119,0.00007540105,0.001047628,0.00010558,0.000036739,0.02155283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4438424,"threshold_uncertainty_score":0.9976762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515683133490593,"score_gpt":0.4151622962404309,"score_spread":0.2635939828913716,"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."}}