{"id":"W4380590656","doi":"10.1002/mds.29503","title":"Subjective Cognitive Decline in Women with Features Suggestive of Prodromal Parkinson's Disease","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Multiple Sclerosis Society; Farmer Family Foundation; Northwestern University; Parkinson's Foundation; Harvard University; Denali Therapeutics; Sutter Health; Biogen; Celgene; Massachusetts General Hospital; Verily Life Sciences; Bristol-Myers Squibb; U.S. Department of Defense","keywords":"Cognitive decline; Odds ratio; Hyposmia; Neurocognitive; Cognition; Medicine; Depression (economics); Montreal Cognitive Assessment; Population; Psychiatry; Psychology; Disease; Clinical psychology; Internal medicine; Dementia; Cognitive impairment","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":[0.0001442893,0.0002547821,0.000355542,0.000300791,0.00005458404,0.00001074122,0.0000713581,0.00004694662,0.00008028965],"category_scores_gemma":[0.00009059969,0.0002019385,0.0000672246,0.000714456,0.0001109422,0.00008086897,0.00007346863,0.0001159456,0.00002069701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760454,"about_ca_system_score_gemma":0.000193319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002544767,"about_ca_topic_score_gemma":0.000356697,"domain_scores_codex":[0.9983571,0.00005090299,0.0002068645,0.0004608675,0.000457378,0.0004669057],"domain_scores_gemma":[0.9992746,0.00007403377,0.0001040018,0.0001938302,0.00008190556,0.0002716469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01079286,0.001857736,0.9734345,0.0001530079,0.000447583,0.000431509,0.00135446,0.0000521168,0.0001690355,0.0001782538,0.0001644869,0.01096443],"study_design_scores_gemma":[0.007067809,0.001190674,0.9792778,0.0002798163,0.000132608,2.726301e-7,0.003203239,0.0000771542,0.0007063385,0.007431925,0.0004356728,0.0001966602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959437,0.0002558964,0.00003706967,0.001190645,0.00004227895,0.001322832,0.0001996589,0.00008685048,0.0009211279],"genre_scores_gemma":[0.9972003,0.0002135051,0.00006505446,0.001176401,0.00001756231,0.0007200398,0.0001497873,0.00003866189,0.0004186928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076777,"threshold_uncertainty_score":0.8234811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987453037394064,"score_gpt":0.2533493101684705,"score_spread":0.2453618571310764,"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."}}