{"id":"W4386907109","doi":"10.48550/arxiv.2309.10069","title":"Sex-based Disparities in Brain Aging: A Focus on Parkinson's Disease","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parkinson Canada","keywords":"Disease; Medicine; Propensity score matching; Atrophy; Parkinson's disease; Internal medicine; Brain aging; Audiology; Neuroimaging; Brain Structure and Function; Psychology; Psychiatry","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":[0.001118691,0.0001377673,0.000452476,0.0005965624,0.0002368533,0.0005923443,0.0001809939,0.0003391558,0.003333056],"category_scores_gemma":[0.002240763,0.00005805599,0.0005925755,0.0006915659,0.0002797065,0.0005673546,0.0005851207,0.0003631744,0.0001097798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000741,"about_ca_system_score_gemma":0.0003654801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669361,"about_ca_topic_score_gemma":0.004054369,"domain_scores_codex":[0.9996129,0.000152301,0.00001876891,0.0001212251,0.00004305222,0.0000518255],"domain_scores_gemma":[0.9993352,0.0003161876,0.00014362,0.0000629741,0.00004904264,0.00009286797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008035841,0.00006287702,0.8902314,0.0002931045,0.0009120654,0.0004168304,0.001006872,0.0003693407,0.001375403,0.007412137,0.002245461,0.09487081],"study_design_scores_gemma":[0.00001466934,0.0001549819,0.9894042,0.00009177715,0.000275598,0.000576621,0.0006200044,0.0006570239,0.0001733903,0.003820252,0.004202237,0.000009314746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576719,0.03156145,0.001567018,0.004538608,0.0001391901,0.00001605031,0.0007227876,0.00000891955,0.003774169],"genre_scores_gemma":[0.995258,0.00349429,0.0002339676,0.000341912,0.0001407271,0.000005990512,0.0001753028,0.000005967078,0.0003437066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333056,"threshold_uncertainty_score":0.01115018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07697734587080587,"score_gpt":0.2235503155636949,"score_spread":0.146572969692889,"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."}}