{"id":"W2000330177","doi":"10.1016/j.clineuro.2015.02.016","title":"Analysis of optic disk color changes in Alzheimer's disease: A potential new biomarker","year":2015,"lang":"en","type":"article","venue":"Clinical Neurology and Neurosurgery","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Infection and Immunity; Carl Zeiss Meditec AG","keywords":"Medicine; Biomarker; Disease; Alzheimer's disease; Ophthalmology; Neuroscience; Pathology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005710429,0.0001457185,0.000742509,0.0003649702,0.00002137847,0.00000549149,0.00008235005,0.0002149575,0.00007160116],"category_scores_gemma":[0.001482754,0.0001175963,0.0002706893,0.0006066403,0.0004411862,0.00002978675,0.0000929033,0.0003077646,0.000006336585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001443774,"about_ca_system_score_gemma":0.0001706029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000395377,"about_ca_topic_score_gemma":0.00005486849,"domain_scores_codex":[0.9981821,0.0003609254,0.0005678178,0.0004259581,0.0002112165,0.0002519899],"domain_scores_gemma":[0.9981316,0.0007514126,0.0001403496,0.0002584421,0.00004560519,0.0006726086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004460572,0.0004256689,0.9885844,0.00001241433,0.000326466,0.001670767,0.00001318001,0.000008493606,0.00005823951,0.00002398971,0.00107569,0.003340122],"study_design_scores_gemma":[0.001280371,0.0007075067,0.9889027,0.00001214202,0.001942799,0.0000514093,0.000006608269,0.005948922,0.000003855007,0.00006129281,0.0009915801,0.00009079886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804717,0.001461436,0.000007435326,0.01721752,0.0005729883,0.0001692353,0.000007346901,0.00002283265,0.00006949358],"genre_scores_gemma":[0.9937991,0.0007484972,0.000007419435,0.005277067,0.00006938062,0.000005850042,0.00001957205,0.00001390611,0.00005923837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332735,"threshold_uncertainty_score":0.4795437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07223343819611153,"score_gpt":0.3484383228883476,"score_spread":0.276204884692236,"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."}}