{"id":"W4387692227","doi":"10.1192/bjo.2023.579","title":"The role of oestrogen therapy in reducing risk of Alzheimer's disease: systematic review","year":2023,"lang":"en","type":"review","venue":"BJPsych Open","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Disease; Internal medicine; Alzheimer's disease; Cohort; Randomized controlled trial; Concomitant; Oncology","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":[],"consensus_categories":[],"category_scores_codex":[0.00228146,0.0003619984,0.004080515,0.0001232933,0.00007589606,0.00002446948,0.0006272919,0.0001047307,0.0000447403],"category_scores_gemma":[0.0005290781,0.0001767647,0.0001597923,0.0005718429,0.00004514268,0.00004896186,0.0001285495,0.0002558101,0.00007521618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007837429,"about_ca_system_score_gemma":0.0009395291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700002,"about_ca_topic_score_gemma":0.00001359984,"domain_scores_codex":[0.996043,0.0008376266,0.002012549,0.0003570847,0.0004100291,0.0003396651],"domain_scores_gemma":[0.9957852,0.0004335199,0.001951563,0.001477647,0.00008809438,0.0002640234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005169775,0.0001500164,0.00004741336,0.6972957,0.001769069,0.00001557413,0.00002636873,5.567987e-8,1.648527e-7,0.00004253537,0.0003800964,0.3002214],"study_design_scores_gemma":[0.0007853738,0.0004919161,0.00007775115,0.8656384,0.009843838,0.000013883,0.0000138783,0.000001195393,8.777308e-7,0.00007817948,0.1229333,0.0001214459],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001467093,0.9739596,7.526985e-8,0.0001026383,0.00009894085,0.02499928,0.0001740742,0.00001294171,0.0006377877],"genre_scores_gemma":[0.00003156055,0.9972363,0.00004258904,0.00005463085,0.00003874397,0.002132739,0.0001000831,0.00008145953,0.0002818795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3000999,"threshold_uncertainty_score":0.7208254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154227088970318,"score_gpt":0.4642126194670363,"score_spread":0.3099855304967183,"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."}}