{"id":"W2162941124","doi":"10.1016/j.trci.2015.07.001","title":"Marked gender differences in progression of mild cognitive impairment over 8 years","year":2015,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":403,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; Servier; Genentech; Innogenetics; Eisai; Takeda Pharmaceutical Company; Biogen Idec; Medpace; Novartis; GE Healthcare; BioClinica; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Pfizer; Eli Lilly and Company; Synarc; Merck","keywords":"Cognitive impairment; Medicine; Cog; Alzheimer's Disease Neuroimaging Initiative; Neuroimaging; Internal medicine; Longitudinal study; Cognition; Cognitive aging; Gerontology; Cognitive decline; Psychology; Demography; Disease; Dementia; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123035,0.000221527,0.0002564007,0.0004291994,0.0001798998,0.0004265948,0.0002162344,0.0002393687,0.002981089],"category_scores_gemma":[0.003217804,0.0001573863,0.0004646223,0.0002579909,0.000159517,0.0003659307,0.0002125302,0.0002235753,0.0003357995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845073,"about_ca_system_score_gemma":0.0002423883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003174185,"about_ca_topic_score_gemma":0.004376854,"domain_scores_codex":[0.9996588,0.00007995857,0.00002656978,0.0001176568,0.00005156658,0.00006534686],"domain_scores_gemma":[0.9986701,0.000357582,0.0006200037,0.0001135171,0.0001255359,0.0001133408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005203299,0.00001809391,0.9937122,0.00001804178,0.00008502012,0.00007066413,0.0001822024,0.00004415234,0.0005311478,0.00006024306,0.0001527446,0.004605139],"study_design_scores_gemma":[0.000005742259,0.0001134705,0.998997,0.000009168119,0.00002920697,0.0001543941,0.00009912717,0.0001251439,0.0001125971,0.00007112583,0.0002798711,0.000003127197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968854,0.00107136,0.0001815152,0.00009443784,0.00001848158,0.000008537068,0.0007251273,0.000007222245,0.001007903],"genre_scores_gemma":[0.9990631,0.000121335,0.0000714498,0.0000315096,0.00001165516,0.00000516965,0.0002235226,0.00000226692,0.0004700029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003174185,"threshold_uncertainty_score":0.009972751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.469161452940126,"score_gpt":0.5576820469411304,"score_spread":0.08852059400100448,"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."}}