{"id":"W3013310033","doi":"10.1007/s10286-020-00682-5","title":"Diagnosing multiple system atrophy at the prodromal stage","year":2020,"lang":"en","type":"review","venue":"Clinical Autonomic Research","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Jewish General Hospital","funders":"","keywords":"Dementia with Lewy bodies; Medicine; Synucleinopathies; Prodromal Stage; REM sleep behavior disorder; Atrophy; Dementia; Cognitive decline; Neurology; Dysautonomia; Disease; Pure autonomic failure; Intensive care medicine; Pathology; Pediatrics; Parkinson's disease; Orthostatic vital signs; Internal medicine; Psychiatry; Alpha-synuclein","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":[0.00108478,0.001414803,0.002966433,0.002630853,0.0002254417,0.001054895,0.001356282,0.001292301,0.003521547],"category_scores_gemma":[0.001359853,0.0003787854,0.001058256,0.001570299,0.0005501629,0.001041583,0.0006416946,0.002006846,0.001348511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000616974,"about_ca_system_score_gemma":0.001132137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684655,"about_ca_topic_score_gemma":0.006476578,"domain_scores_codex":[0.9997274,0.00005890402,0.00005235396,0.00005965939,0.00008060085,0.00002111027],"domain_scores_gemma":[0.9992071,0.0004773466,0.0001110614,0.00001432264,0.0001538637,0.00003638263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763117,0.00005955304,0.0003790203,0.02395696,0.0002945382,0.0001939128,0.00002678124,0.0001890034,0.0008221969,0.0009173004,0.01050083,0.9624836],"study_design_scores_gemma":[0.0003718254,0.0005270989,0.009026148,0.04236223,0.003039265,0.004871457,0.0001976423,0.0004667807,0.001478984,0.005541563,0.9320111,0.000105966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006460368,0.9993829,0.00005826179,0.00009385672,0.00007709135,0.000003796878,0.00001199531,0.000003028207,0.0003044792],"genre_scores_gemma":[0.0008662291,0.9983339,0.0002230186,0.0001705258,0.0001345469,0.000005860939,0.00003411661,0.000001094991,0.0002308235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003521547,"threshold_uncertainty_score":0.0117808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.35966122314784,"score_gpt":0.5164329462479855,"score_spread":0.1567717231001455,"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."}}