{"id":"W4200302558","doi":"10.1093/geroni/igab046.3483","title":"Duration of Reproductive Period and Risk of Transitioning to Mild Cognitive Impairment and Dementia","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Menopause; Demography; Life expectancy; Gerontology; Menarche; Cognitive decline; Medicine; Cognition; Psychology; Disease; Psychiatry; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008529872,0.000125892,0.0001814984,0.00048094,0.0002453449,0.0004109749,0.0002137149,0.0001904242,0.00239761],"category_scores_gemma":[0.003154086,0.0001279754,0.0005637156,0.0003504832,0.0001665274,0.0001918927,0.0003272968,0.0003392187,0.0001155853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791548,"about_ca_system_score_gemma":0.0003057719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005167655,"about_ca_topic_score_gemma":0.006906284,"domain_scores_codex":[0.9997825,0.00007493673,0.0000249495,0.0000510046,0.00003151393,0.00003518739],"domain_scores_gemma":[0.9984477,0.0004111434,0.0007767286,0.0001120959,0.00007147937,0.0001807486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567545,0.00003229784,0.9956552,0.00001821783,0.0001217749,0.00005089645,0.00004855944,0.00009396989,0.0001174433,0.00005770977,0.00008672124,0.003560465],"study_design_scores_gemma":[0.000004937555,0.0001030184,0.998604,0.00001929041,0.0000675635,0.0002003389,0.00008819693,0.0004690756,0.00004698649,0.0001415037,0.0002522143,0.000002790956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974533,0.001339257,0.0001956042,0.0000848948,0.00001010699,0.000005300807,0.0003675154,0.000004364268,0.0005397302],"genre_scores_gemma":[0.9992513,0.000269785,0.0001025395,0.00002494238,0.00001193611,0.000004194445,0.0001476512,7.962174e-7,0.0001868974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005167655,"threshold_uncertainty_score":0.01027519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903223560249654,"score_gpt":0.3624791758500617,"score_spread":0.3334469402475652,"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."}}