{"id":"W4406030177","doi":"10.1002/alz.092052","title":"Cognitive and behavioral decline predicted by perimenopausal symptoms: A CAN‐PROTECT study","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Mood; Menopause; Medicine; Dementia; Cognition; Cognitive decline; Clinical psychology; Psychology; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003906005,0.001158945,0.0009613319,0.001487779,0.002362081,0.001737024,0.001898183,0.001711514,0.003642029],"category_scores_gemma":[0.005319512,0.001157581,0.001949742,0.003382701,0.001075694,0.001509926,0.002195119,0.002077826,0.0009133583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408524,"about_ca_system_score_gemma":0.002353892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1157593,"about_ca_topic_score_gemma":0.146206,"domain_scores_codex":[0.9984323,0.0004099787,0.0001380015,0.0003270363,0.0003281792,0.0003644896],"domain_scores_gemma":[0.9966623,0.0004583347,0.0009093784,0.0006880766,0.0005265887,0.0007554169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002356972,0.0004419188,0.992747,0.00008963239,0.000644818,0.0001446175,0.0007112733,0.00004476573,0.0001492517,0.0001038414,0.0008904316,0.001675462],"study_design_scores_gemma":[0.0002696617,0.000425234,0.9970332,0.00003810788,0.0005328995,0.0001724344,0.0005810154,0.0001197269,0.00003791369,0.00007497059,0.0006939379,0.00002100713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936733,0.0007799876,0.0000854379,0.0001500463,0.00002653488,0.0001134475,0.003418766,0.000008534225,0.001743942],"genre_scores_gemma":[0.996017,0.0002992754,0.0001701434,0.0001411853,0.00004328904,0.0001029534,0.002651993,0.000007558368,0.0005666326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1157593,"threshold_uncertainty_score":0.2301709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734429841855874,"score_gpt":0.3681398656447837,"score_spread":0.320795567226225,"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."}}