{"id":"W4380893886","doi":"10.1002/alz.059757","title":"Ophthalmic pathology in patients with primary neurodegenerative diseases","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Disease; Ophthalmology; Fundus (uterus); Neuropsychology; Montreal Cognitive Assessment; Macular degeneration; Pediatrics; Cognition; Pathology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002813634,0.0001838678,0.0001764447,0.0001129967,0.000110462,0.00002787373,0.0001906352,0.00003699918,0.00008448152],"category_scores_gemma":[0.00003444121,0.0001366412,0.00004093597,0.0004876792,0.0001070281,0.0001523716,0.0001375159,0.0000975999,0.0002893936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003006289,"about_ca_system_score_gemma":0.00001800551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005978941,"about_ca_topic_score_gemma":0.000003605795,"domain_scores_codex":[0.998466,0.0001723117,0.0001721399,0.000576821,0.0002311225,0.0003815685],"domain_scores_gemma":[0.999521,0.00009036337,0.00006109996,0.0002352271,0.00001595741,0.00007642353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002778311,0.001226582,0.9823821,0.000002961025,0.0003140171,0.001083095,0.00007716267,0.0001239767,0.002741267,0.0003905311,0.0008585873,0.0105219],"study_design_scores_gemma":[0.001541168,0.0004914402,0.9930577,0.00000264823,0.0005517764,0.000001930281,0.000003106429,0.00003042851,0.00335804,0.0006526206,0.0001453633,0.0001637793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972497,0.0009466555,0.000002790981,0.0001799394,0.0001633388,0.0004019614,0.0000533402,0.0001120432,0.0008902292],"genre_scores_gemma":[0.9980956,0.0000404912,0.0000290541,0.001639299,0.00001042362,0.00008873567,0.00006249615,0.00002352183,0.00001034424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067561,"threshold_uncertainty_score":0.5572066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766064396112125,"score_gpt":0.2522005498302154,"score_spread":0.2245399058690942,"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."}}