{"id":"W3110711882","doi":"10.1002/alz.045647","title":"Evidence of hot flash–induced awakenings in menopausal women","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hot flash; Menopause; Medicine; Actigraphy; Cognitive decline; Audiology; Circadian rhythm; Internal medicine; Disease; Dementia","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":[0.0002961883,0.00009674125,0.0001550356,0.0005349498,0.000223365,0.0002877747,0.0001394736,0.0002691949,0.002444683],"category_scores_gemma":[0.002182015,0.0001384072,0.0002508761,0.0004178245,0.0002351517,0.0001472906,0.0002451247,0.0001761633,0.000148615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009191848,"about_ca_system_score_gemma":0.0001570723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179025,"about_ca_topic_score_gemma":0.003201873,"domain_scores_codex":[0.9998863,0.00003825759,0.00001360263,0.00002068129,0.00002067672,0.00002061116],"domain_scores_gemma":[0.9990817,0.0002939142,0.0004241687,0.00004641714,0.00007347008,0.00008029561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004542098,0.00002502654,0.9937689,0.00006668876,0.00006696625,0.0003241671,0.000172058,0.00001566484,0.0008871959,0.00002154478,0.0000837495,0.0041139],"study_design_scores_gemma":[0.000005338215,0.00009379289,0.9990108,0.000009924106,0.00002268842,0.0003935709,0.0001764325,0.00002306475,0.00007439445,0.00002997938,0.0001581472,0.000001857586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965187,0.002019033,0.00009704264,0.00008504391,0.00001369222,0.000009396913,0.000239953,0.000003589508,0.001013545],"genre_scores_gemma":[0.9992539,0.0004456626,0.00004158408,0.00003235312,0.00001502985,0.000003989345,0.00006944227,5.41414e-7,0.0001374526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002444683,"threshold_uncertainty_score":0.008178294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141224881830141,"score_gpt":0.3470110312088308,"score_spread":0.2328885430258167,"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."}}