{"id":"W3044743456","doi":"","title":"Correlation between middle retinal layers structural changes and deep capillary plexus dropout in diabetic retinopathy","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; University of British Columbia","funders":"","keywords":"Ophthalmology; Retinal; Diabetic retinopathy; Dropout (neural networks); Medicine; Plexus; Retinopathy; Anatomy; Diabetes mellitus; Endocrinology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008330782,0.0002772927,0.0003057655,0.001655894,0.0003686372,0.0006959508,0.0003926037,0.0005768401,0.002168411],"category_scores_gemma":[0.002862205,0.0002833898,0.0003979662,0.001154392,0.0004095917,0.000711823,0.0004287392,0.0007182042,0.0001829481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578569,"about_ca_system_score_gemma":0.0003142432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001851643,"about_ca_topic_score_gemma":0.00199322,"domain_scores_codex":[0.9996555,0.00007235642,0.00006684144,0.00007187718,0.00007260228,0.00006080297],"domain_scores_gemma":[0.9974281,0.0007899641,0.001001236,0.0001736073,0.0002740023,0.0003330151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007228472,0.00007855222,0.9942167,0.0000148926,0.00007975401,0.0004241224,0.00007303552,0.0000822783,0.001339596,0.00005734821,0.00004230912,0.002868539],"study_design_scores_gemma":[0.000006414023,0.0001141849,0.9980248,0.000005709877,0.00005195188,0.0007670448,0.0001379236,0.0004827418,0.0002538682,0.00008880086,0.00006233518,0.000004300455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988785,0.0002843196,0.0001718963,0.00002944984,0.000005889103,0.000004257219,0.0000695941,0.000006252904,0.0005498829],"genre_scores_gemma":[0.9995933,0.00007951254,0.0001172767,0.000008474311,0.00001123343,0.000002893602,0.00005371255,0.000001560508,0.000132057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168411,"threshold_uncertainty_score":0.007254064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180017576671595,"score_gpt":0.3190740322662606,"score_spread":0.2872738564995446,"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."}}