{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008838661,0.0002965011,0.0002503628,0.001096489,0.0003393231,0.0007482964,0.0002868893,0.0003720781,0.001909909],"category_scores_gemma":[0.004618928,0.0001612831,0.0002918124,0.0004305651,0.0003271445,0.0003704632,0.0004546458,0.0003360193,0.0001550507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760929,"about_ca_system_score_gemma":0.0002037951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008089179,"about_ca_topic_score_gemma":0.007948707,"domain_scores_codex":[0.9996362,0.00009648767,0.00003775745,0.00007152761,0.0001113181,0.00004670131],"domain_scores_gemma":[0.997094,0.0006317255,0.001445898,0.000138616,0.0004620959,0.0002276193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003406518,0.00005555635,0.9958878,0.00002172794,0.0001080506,0.00005268328,0.00007569235,0.00006745804,0.0004309176,0.0000187447,0.00006429192,0.002876394],"study_design_scores_gemma":[0.000003923498,0.00008370252,0.9993607,0.000006954915,0.00001445323,0.0001521097,0.00005751556,0.0001149349,0.0001312032,0.00002949257,0.00004267062,0.000002257939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999007,0.0003297089,0.00005166336,0.0000194342,0.00000311597,0.000004787711,0.00009361158,0.000004113229,0.0004865753],"genre_scores_gemma":[0.9997141,0.00004233257,0.00005616455,0.00001033925,0.000005091177,0.000002659345,0.00006438548,4.568027e-7,0.0001043894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008089179,"threshold_uncertainty_score":0.01608419,"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."}}