{"id":"W4282044685","doi":"10.1016/j.ogla.2022.06.003","title":"The Association of Female Reproductive Factors with Glaucoma and Related Traits","year":2022,"lang":"en","type":"review","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alcon Research Institute; Medical Research Council; Allergan; National Institutes of Health; Santen; National Eye Institute; Moorfields Eye Charity; Lister Institute of Preventive Medicine; Wellcome Trust; ARVO Foundation for Eye Research; Glaucoma Foundation; Research to Prevent Blindness","keywords":"Medicine; Menarche; Odds ratio; Glaucoma; Hazard ratio; Relative risk; Menopause; Intraocular pressure; Gynecology; Confidence interval; Internal medicine; Ophthalmology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007876374,0.0005418495,0.002092108,0.0002132574,0.00039191,0.00001768581,0.0002856463,0.0005703734,0.0003377488],"category_scores_gemma":[0.0006462377,0.000312394,0.0004490787,0.000674592,0.0004072757,0.00005001517,0.0001617455,0.001157009,0.00001155183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559067,"about_ca_system_score_gemma":0.0003517001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005344252,"about_ca_topic_score_gemma":0.000003884943,"domain_scores_codex":[0.9966376,0.000730942,0.0008403778,0.0008030644,0.0004856229,0.0005024373],"domain_scores_gemma":[0.9966676,0.001276827,0.001185325,0.00062236,0.0001215098,0.000126327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005653455,0.0006193229,0.831664,0.009648085,0.004646273,0.001747955,0.001102039,1.204826e-8,0.000005922235,0.001124328,0.0006642036,0.1482126],"study_design_scores_gemma":[0.0007709873,0.001630425,0.4062701,0.001238455,0.002675787,0.01313655,0.0005936741,6.525756e-7,0.000002671604,0.0001308169,0.5731849,0.0003649624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3186694,0.6724434,1.396761e-7,0.0001668403,0.0002790938,0.001132273,0.00002962818,0.00003342025,0.00724574],"genre_scores_gemma":[0.0116372,0.977375,0.00004846276,0.000009963068,0.00006470251,0.000168262,0.0002378294,0.000110384,0.01034814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5725207,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624463383391306,"score_gpt":0.2992431166192691,"score_spread":0.272998482785356,"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."}}