{"id":"W4226288186","doi":"10.1002/trc2.12269","title":"Loss of corneal nerves and brain volume in mild cognitive impairment and dementia","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Qatar National Research Fund","keywords":"Dementia; Cognitive impairment; Neuroscience; Medicine; Cognition; Brain size; Psychology; Audiology; Ophthalmology; Pathology; Magnetic resonance imaging; Disease; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003756711,0.0001425686,0.0003721145,0.0003217078,0.000255821,0.00002952954,0.0001244904,0.00007539252,0.00198347],"category_scores_gemma":[0.0001870719,0.0001492006,0.0003655921,0.0003845082,0.0004988729,0.0001503234,0.0002258315,0.0007741544,0.00001057978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001237888,"about_ca_system_score_gemma":0.0001894132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002987559,"about_ca_topic_score_gemma":0.0004880014,"domain_scores_codex":[0.9963889,0.0009143763,0.001052672,0.0004584121,0.0008110061,0.0003746887],"domain_scores_gemma":[0.9982152,0.001006293,0.0001204437,0.0001813647,0.000260581,0.0002161282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008051181,0.002041957,0.9765494,0.0000908366,0.005427436,0.00006124238,0.0003004032,0.000007789517,0.0000947837,0.001881442,0.0005272083,0.0122124],"study_design_scores_gemma":[0.004646554,0.002075382,0.9859545,0.0002887291,0.001874938,0.00001291226,0.0006714139,0.001000932,0.00008759373,0.001388816,0.001859636,0.0001386524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516733,0.03872502,0.0004273802,0.007667643,0.00008918568,0.000964649,0.0001912337,0.00001416407,0.000247411],"genre_scores_gemma":[0.9983754,0.0003553043,0.0005562193,0.0001959913,0.00003793976,0.0001513418,0.0001964988,0.00001999762,0.0001112775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04670212,"threshold_uncertainty_score":0.9989288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929552282948078,"score_gpt":0.4674680789986269,"score_spread":0.2745128507038191,"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."}}