{"id":"W3128826817","doi":"10.26685/urncst.210","title":"The Relationships Between Reproductive History, Ethnicity and Alzheimer’s Disease Incidence in Women: A Research Protocol","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ethnic group; Incidence (geometry); Menopause; Estrogen; Disease; Gynecology; Cohort; Hormone replacement therapy (female-to-male); Demography; Gerontology; Internal medicine","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":[0.0282944,0.003570358,0.00535386,0.003741411,0.005141318,0.002713389,0.003964228,0.006253228,0.04191107],"category_scores_gemma":[0.02489715,0.00326789,0.005393239,0.004070673,0.002521186,0.003564009,0.002398021,0.005290714,0.00923347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005172096,"about_ca_system_score_gemma":0.02457653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349031,"about_ca_topic_score_gemma":0.005712718,"domain_scores_codex":[0.9850542,0.007985397,0.002751363,0.001427628,0.001514537,0.001266854],"domain_scores_gemma":[0.9817439,0.0050245,0.003466586,0.002349066,0.005564841,0.00185106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.496378,0.08859322,0.04176315,0.08402216,0.004407317,0.002338934,0.006330639,0.007747508,0.007840392,0.01351681,0.0802324,0.1668295],"study_design_scores_gemma":[0.4216011,0.1573536,0.1124806,0.0183771,0.003383806,0.0007692766,0.004324261,0.006133852,0.003722113,0.01239602,0.2586721,0.0007861928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002345122,0.0001425369,0.0005524262,0.0001282561,0.00006956264,0.9947082,0.00132634,0.00002307868,0.0007044743],"genre_scores_gemma":[0.00128231,0.0001240975,0.0009205036,0.0001055668,0.00001844515,0.9970984,0.0002535493,0.000001772565,0.0001953134],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04191107,"threshold_uncertainty_score":0.1496369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165471515352566,"score_gpt":0.4468664946104127,"score_spread":0.3303193430751561,"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."}}