{"id":"W820601268","doi":"","title":"Pericyte loss in vitrectomy samples is a sensitive and specific marker of diabetic retinopathy","year":2015,"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":"McGill University","funders":"","keywords":"Pericyte; Vitrectomy; Diabetic retinopathy; Ophthalmology; Medicine; Diabetes mellitus; Chemistry; Endocrinology; Visual acuity; Biochemistry","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":[0.001173666,0.0001804155,0.0004842838,0.0003703213,0.00007483795,0.00002211138,0.0001289996,0.00006305692,0.00003978469],"category_scores_gemma":[0.0009937756,0.0001487628,0.00005151008,0.001480488,0.00688728,0.0001655785,0.0001382652,0.0002218823,0.00001582483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009684938,"about_ca_system_score_gemma":0.00032217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002951163,"about_ca_topic_score_gemma":0.00000109297,"domain_scores_codex":[0.9981017,0.0002159899,0.000311544,0.0005742005,0.0004195476,0.0003770523],"domain_scores_gemma":[0.998691,0.0001854232,0.0001526952,0.0001975541,0.0003878839,0.0003853994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007583027,0.0000698912,0.5749463,0.00001698267,0.00001293999,0.0004703209,0.003307731,0.000001294843,0.4208076,0.00002019268,0.00002714952,0.0002437225],"study_design_scores_gemma":[0.0005230317,0.000502525,0.6658074,0.0001534349,0.00003152502,0.0007862312,0.001554237,0.0006758284,0.3286641,0.00114089,0.00002125715,0.0001396184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963152,0.0001793919,0.000003332946,0.001148943,0.00005600338,0.000154461,0.000006498664,0.00001259149,0.002123588],"genre_scores_gemma":[0.9972407,0.00001413358,0.002329166,0.0002157364,0.00003157969,0.000007495348,0.000002940227,0.00001010211,0.0001480993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09214351,"threshold_uncertainty_score":0.9958154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05491179722439823,"score_gpt":0.3429669676798121,"score_spread":0.2880551704554138,"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."}}