{"id":"W4411089230","doi":"10.1167/iovs.66.6.21","title":"Cornea Nerves Can Identify Different Types of Parkinson's Disease","year":2025,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cornea; Parkinson's disease; Neuroscience; Disease; Ophthalmology; Corneal disease; Medicine; Pathology; 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":[0.0004426491,0.0004833558,0.0003313329,0.001046232,0.0002540832,0.000520063,0.0001744954,0.0004235925,0.00114102],"category_scores_gemma":[0.001310603,0.0001330523,0.0002315429,0.0003430865,0.0003052508,0.0003881051,0.0004895175,0.0002293298,0.0002118888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680319,"about_ca_system_score_gemma":0.0001549054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371421,"about_ca_topic_score_gemma":0.002216648,"domain_scores_codex":[0.9998212,0.00003074435,0.00003003639,0.00005078742,0.00003846472,0.00002871354],"domain_scores_gemma":[0.9991964,0.0001755417,0.000353195,0.00003965369,0.0001333114,0.00010195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005984391,0.00003567058,0.9763972,0.00006060823,0.00005763864,0.0004118617,0.0001295926,0.00009872001,0.01176697,0.00002552302,0.00006399601,0.01035382],"study_design_scores_gemma":[0.00001249652,0.0003088208,0.9937539,0.00002418066,0.00004271294,0.002784303,0.0002480872,0.0007039615,0.001870175,0.00006330915,0.0001815169,0.000006632707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99878,0.000466204,0.0003060422,0.00001293634,0.000002824854,0.00000821513,0.00009747595,0.000007610292,0.0003186758],"genre_scores_gemma":[0.9991401,0.0001353986,0.0004908132,0.00001114465,0.000003380121,0.000006494943,0.0001024157,0.0000014058,0.0001087311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371421,"threshold_uncertainty_score":0.003817081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189314284183619,"score_gpt":0.3484380287179408,"score_spread":0.3165448858761046,"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."}}