{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006591143,0.0002096164,0.0002471516,0.00004708094,0.0001177057,0.00006228749,0.00007149248,0.00005269876,0.0004464149],"category_scores_gemma":[0.00002465997,0.0001659197,0.0001255522,0.0001464155,0.0001131292,0.00009628456,0.00005746054,0.0001391201,0.00003471116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005333447,"about_ca_system_score_gemma":0.0002199275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003917198,"about_ca_topic_score_gemma":0.00009096287,"domain_scores_codex":[0.9986127,0.00003593213,0.0001885443,0.0003949995,0.0004342013,0.0003336097],"domain_scores_gemma":[0.9991691,0.00001612887,0.0000653782,0.0004068976,0.00009420218,0.0002482709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001710881,0.001131679,0.9400684,0.0003660659,0.0003198047,0.0007286684,0.0004272465,0.00001093607,0.03882907,0.0002116256,0.003369042,0.01282659],"study_design_scores_gemma":[0.007153914,0.0009423816,0.8605329,0.0007300687,0.0004775414,0.000001385891,0.004492231,0.0004734237,0.04562861,0.0006535872,0.07829027,0.000623701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878155,0.002614177,0.0004330473,0.007429952,0.0001823183,0.0006370885,0.00003075472,0.00008701377,0.0007701532],"genre_scores_gemma":[0.9884899,0.0005842943,0.0005245098,0.006875657,0.0000556176,0.00009733954,0.0002021068,0.00004145016,0.003129152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0795355,"threshold_uncertainty_score":0.676601,"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."}}