{"id":"W2019738036","doi":"10.1002/mds.24996","title":"Identifying prodromal Parkinson's disease: Pre‐Motor disorders in Parkinson's disease","year":2012,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":591,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Prodromal Stage; Hyposmia; Parkinson's disease; REM sleep behavior disorder; Disease; Olfaction; Psychology; Substantia nigra; Rapid eye movement sleep; Dementia; Movement disorders; Parasomnia; Neuroscience; Polysomnography; Medicine; Electroencephalography; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005045971,0.001932999,0.002866219,0.001119986,0.0003221592,0.0001805256,0.0006867822,0.000427081,0.000781653],"category_scores_gemma":[0.0001297912,0.001722143,0.001976173,0.0009979714,0.0002028089,0.0004921124,0.000452147,0.0008227697,0.0003588707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207507,"about_ca_system_score_gemma":0.00100079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002221227,"about_ca_topic_score_gemma":0.0004069983,"domain_scores_codex":[0.9922379,0.0004244849,0.001498061,0.002230013,0.001560519,0.002048986],"domain_scores_gemma":[0.9949419,0.0001227729,0.0007837301,0.001821158,0.00005571881,0.002274701],"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":[0.0006917833,0.00543963,0.06612507,0.03195919,0.001255783,0.0003160185,0.0001226653,0.000003590649,6.419631e-7,0.0003679207,0.000902886,0.8928148],"study_design_scores_gemma":[0.002699731,0.0001717525,0.09633611,0.00941846,0.005770452,9.381229e-7,0.0000621313,0.00004350462,3.186967e-7,0.002762629,0.8813592,0.001374826],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001839853,0.9854783,0.000130576,0.0004569136,0.001098683,0.009061065,0.0008634158,0.0003237593,0.0007474358],"genre_scores_gemma":[0.01735111,0.9704806,0.0002478142,0.0005781804,0.0003633712,0.006186461,0.002101949,0.0004433332,0.002247198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.89144,"threshold_uncertainty_score":0.9993414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304254562023951,"score_gpt":0.3110096818626795,"score_spread":0.27796713624244,"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."}}