{"id":"W4405739161","doi":"10.1016/j.exer.2024.110225","title":"Exploring ocular disorders in Parkinson's disease: A comprehensive review and future perspectives","year":2024,"lang":"en","type":"review","venue":"Experimental Eye Research","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Bundesministerium des Innern, für Bau und Heimat; Hong Kong Polytechnic University; University Grants Committee; National Natural Science Foundation of China","keywords":"Parkinson's disease; Disease; Medicine; Neuroscience; Optometry; Psychology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003937531,0.0005598924,0.001788945,0.0007237525,0.0001434353,0.00007072681,0.0002289356,0.000162201,0.0001936159],"category_scores_gemma":[0.00005842436,0.0004050611,0.0005466875,0.001182525,0.0004553506,0.0001329319,0.0004275109,0.001698899,0.0001834025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566951,"about_ca_system_score_gemma":0.0003512311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005426602,"about_ca_topic_score_gemma":0.000003939968,"domain_scores_codex":[0.9963432,0.000570372,0.0004747201,0.00105563,0.0008584813,0.0006976002],"domain_scores_gemma":[0.998787,0.00009784889,0.00005789104,0.0005141419,0.00008551692,0.0004575814],"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":[0.0001517037,0.001001084,0.0002045891,0.4332896,0.0006871081,0.001348488,0.003224289,1.108756e-8,0.00001173146,0.001050016,0.004532645,0.5544987],"study_design_scores_gemma":[0.0003134999,0.0002046706,0.000304361,0.06334664,0.0005728654,0.00003661769,0.01053659,0.000001444229,9.733393e-7,0.00001618926,0.9243272,0.0003389618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005323464,0.9922662,8.073347e-8,0.002111605,0.0001722734,0.003558124,0.00002200134,0.00005811374,0.001279271],"genre_scores_gemma":[0.0002958773,0.996645,0.00003147093,0.00004050209,0.0003580499,0.001953942,0.00009015789,0.0001274926,0.0004574638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9197946,"threshold_uncertainty_score":0.9998401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503941209828767,"score_gpt":0.4577970633434307,"score_spread":0.307402942360554,"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."}}