{"id":"W3148875468","doi":"10.1002/mds.28602","title":"Corneal Confocal Microscopy Identifies Parkinson's Disease with More Rapid Motor Progression","year":2021,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Merz Pharmaceuticals; Novo Nordisk; Wellcome Trust; Pfizer; Parkinson's UK; Qatar Foundation; Michael J. Fox Foundation for Parkinson's Research","keywords":"Medicine; Nerve fiber; Ophthalmology; Parkinson's disease; Confocal microscopy; Disease; Pathology; Anatomy; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006653354,0.000281833,0.0003243251,0.001023922,0.0004318855,0.0005644794,0.0002099089,0.0004159743,0.00165869],"category_scores_gemma":[0.001124843,0.0001345486,0.0002973067,0.000415016,0.000310713,0.000381681,0.0005348996,0.0003520659,0.0001765174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881493,"about_ca_system_score_gemma":0.0003127052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225962,"about_ca_topic_score_gemma":0.008733029,"domain_scores_codex":[0.9997949,0.00003379977,0.0000245545,0.00005605623,0.00005852505,0.00003213045],"domain_scores_gemma":[0.998771,0.0001795652,0.0004846618,0.0000580765,0.0003786096,0.0001280228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007549548,0.00004928977,0.9720132,0.00005294948,0.00006558098,0.0005210842,0.0001351718,0.0001614037,0.01677468,0.00004753899,0.0001794098,0.009244723],"study_design_scores_gemma":[0.00001122418,0.0002237913,0.9947912,0.00001813256,0.00003454549,0.002072747,0.0001721818,0.0005538206,0.001822104,0.00006564115,0.0002285451,0.000006145172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982899,0.0004956358,0.0004100123,0.00003173915,0.000003392973,0.00001366607,0.00009543588,0.00001564141,0.0006445716],"genre_scores_gemma":[0.9989355,0.0001131134,0.000670019,0.00001693652,0.000003451634,0.000006663002,0.0000940391,0.000002507408,0.0001577954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005225962,"threshold_uncertainty_score":0.01039106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007393473073089566,"score_gpt":0.2646819695107611,"score_spread":0.2572884964376715,"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."}}