{"id":"W3212371184","doi":"","title":"Retinal amyloid beta load in Alzheimer’s disease","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Dalhousie University; University of British Columbia","funders":"","keywords":"BETA (programming language); Retinal; Amyloid (mycology); Amyloid beta; Disease; Neuroscience; Medicine; Ophthalmology; Pathology; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001034294,0.0002181664,0.0004097145,0.0003226107,0.0001292349,0.00004132668,0.0003442224,0.00006171389,0.0004162536],"category_scores_gemma":[0.0006052784,0.000182032,0.0001030407,0.001644319,0.003502297,0.0002942015,0.0001663876,0.000375115,0.0005586475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175961,"about_ca_system_score_gemma":0.001107827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612825,"about_ca_topic_score_gemma":0.000001556768,"domain_scores_codex":[0.99741,0.0001421179,0.0003285343,0.0008068086,0.0007272586,0.0005852734],"domain_scores_gemma":[0.9984895,0.0001032735,0.0001327103,0.0003722615,0.0002755743,0.0006266623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000864248,0.0001233139,0.7481496,0.00001302765,0.00001996534,0.0006312614,0.0002573113,0.00001575214,0.2503473,0.0001114309,0.0000358851,0.0002087828],"study_design_scores_gemma":[0.0006168587,0.0005297804,0.9339291,0.0002013711,0.0001247853,0.0003118201,0.0002390196,0.002337458,0.05995553,0.001393398,0.0001048558,0.0002560192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867094,0.0003779588,7.327699e-7,0.002739508,0.0001338039,0.0002720323,0.000003021869,0.00003400407,0.009729562],"genre_scores_gemma":[0.9977862,0.000005038977,0.0006174296,0.0006741743,0.00005658967,0.00001663539,0.000007104977,0.00001358043,0.0008232183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903918,"threshold_uncertainty_score":0.9992096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371484666926852,"score_gpt":0.362362965725845,"score_spread":0.3186481190565765,"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."}}