{"id":"W7117101822","doi":"10.1002/alz70856_101738","title":"Abnormal light‐dependent retinal responses in early‐stage Alzheimer's disease","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Retinal; Retina; Macular degeneration; Vascular disease","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":[0.0005570243,0.0002674389,0.0002065501,0.0009190023,0.0002684339,0.0003567893,0.0001734857,0.0002853805,0.00143779],"category_scores_gemma":[0.0009084368,0.0001862712,0.0002756168,0.0004229816,0.0003114135,0.0003027814,0.0003723477,0.0002809922,0.0001248039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896905,"about_ca_system_score_gemma":0.0001973899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934955,"about_ca_topic_score_gemma":0.005657142,"domain_scores_codex":[0.9998104,0.00004324728,0.00001959501,0.00004467293,0.00004673618,0.00003540876],"domain_scores_gemma":[0.9995555,0.00007733473,0.0002242519,0.00004329381,0.00006523787,0.00003444114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006229398,0.0003829857,0.79373,0.0002802276,0.0003300197,0.0009910081,0.0007859004,0.001037581,0.1708734,0.0003587691,0.0005531634,0.02444755],"study_design_scores_gemma":[0.00001514464,0.0001319096,0.9946482,0.000007050995,0.00003545827,0.0005282151,0.00008716749,0.0006431237,0.003647632,0.0001495325,0.0001021813,0.000004362716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989164,0.0001781163,0.000476985,0.00001712866,0.000001926154,0.000008524946,0.0001072321,0.000008233658,0.0002855502],"genre_scores_gemma":[0.999347,0.00005848187,0.0003995794,0.00001144758,0.000003187241,0.000007523977,0.00007388241,0.000002216744,0.00009663415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003934955,"threshold_uncertainty_score":0.007824063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587919956916834,"score_gpt":0.2813548337622078,"score_spread":0.2654756341930395,"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."}}