{"id":"W3086737196","doi":"10.3233/jad-200678","title":"Corneal Nerve and Brain Imaging in Mild Cognitive Impairment and Dementia","year":2020,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Medicine; Atrophy; Montreal Cognitive Assessment; Temporal lobe; Neuroimaging; Ophthalmology; Cognitive impairment; Internal medicine; Disease; Psychiatry; Epilepsy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001363499,0.00009996916,0.0002157646,0.00006384134,0.00002463585,0.00002447159,0.00002639706,0.00001671059,0.00004176285],"category_scores_gemma":[0.00006039018,0.00008323653,0.00007361067,0.00006874824,0.00004129589,0.0001468385,0.00003639268,0.0001582468,0.000002796108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000821626,"about_ca_system_score_gemma":0.0001097528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070555,"about_ca_topic_score_gemma":0.000001910656,"domain_scores_codex":[0.9992662,0.00004486959,0.0002570804,0.0001193122,0.0001756817,0.0001368715],"domain_scores_gemma":[0.9991783,0.00003518916,0.0001125899,0.00004459719,0.00007245151,0.0005568256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364087,0.0001497112,0.9885865,0.00003970155,0.0004550385,0.002263425,0.0006553083,0.000001436244,0.0005762538,0.00001214832,0.0004331696,0.005463194],"study_design_scores_gemma":[0.004778789,0.0003604286,0.9905769,0.0002613375,0.001916862,0.00003463029,0.0007605691,0.0005372884,0.0004202338,0.00004063815,0.0002117154,0.0001005708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462629,0.03925722,0.00003210527,0.01420235,0.00003429771,0.0001569785,0.000008412534,0.000004705416,0.00004105318],"genre_scores_gemma":[0.9948248,0.0001839529,0.0001130542,0.004762944,0.00009757111,0.000001216403,0.000002896926,0.00001106596,0.000002552871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04856187,"threshold_uncertainty_score":0.3394287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091307013693629,"score_gpt":0.2776528333004504,"score_spread":0.2567397631635141,"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."}}