{"id":"W4407206252","doi":"10.20944/preprints202502.0462.v1","title":"Dental Caries Status in Postmenopausal Women: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Postmenopausal women; Medicine; Dentistry; Internal medicine","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_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005249894,0.0005978364,0.007312589,0.0008448001,0.00008682291,0.00003681561,0.0003076213,0.0004850154,0.001299557],"category_scores_gemma":[0.001522627,0.0004657483,0.0007199466,0.0009555797,0.00008270262,0.00007780208,0.001081967,0.001369371,0.000112052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074389,"about_ca_system_score_gemma":0.002438062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517434,"about_ca_topic_score_gemma":0.001644743,"domain_scores_codex":[0.9932639,0.001490818,0.002353796,0.001329323,0.0006764181,0.0008857395],"domain_scores_gemma":[0.9957767,0.0002584803,0.0007151012,0.002119309,0.0003528415,0.0007775359],"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":[0.00002413614,0.0001449487,0.1870953,0.742348,0.06777712,0.00006794957,0.002172465,0.000006175866,0.000004058872,0.0003170814,0.00003502884,0.000007768495],"study_design_scores_gemma":[0.001020275,0.0001896774,0.1980487,0.0270212,0.7676461,0.0001255521,0.002479918,0.00006185356,0.00002867683,0.0003331475,0.001917923,0.001127036],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6251664,0.3270411,0.00004696904,0.01567958,0.0005109214,0.02033052,0.001124874,0.0003188048,0.009780924],"genre_scores_gemma":[0.9725291,0.01116612,0.00009510204,0.006405822,0.00004958403,0.003274639,0.0002093698,0.00003613518,0.006234202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7153268,"threshold_uncertainty_score":0.9997794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832228626740101,"score_gpt":0.43388919016518,"score_spread":0.2506663274911699,"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."}}