{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005399727,0.0002859342,0.0002641655,0.001602459,0.000318302,0.000551791,0.0002280546,0.0004312075,0.001219461],"category_scores_gemma":[0.001245882,0.000256354,0.0001641862,0.000558262,0.0003061012,0.0003123608,0.0003435657,0.0004243877,0.0002842623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402753,"about_ca_system_score_gemma":0.0001407915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771792,"about_ca_topic_score_gemma":0.0009423012,"domain_scores_codex":[0.9992486,0.0001287031,0.0001162997,0.000143389,0.0002570366,0.0001059621],"domain_scores_gemma":[0.9993671,0.0001771592,0.0001923393,0.00006705363,0.0001198243,0.00007665262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001282942,0.0001158212,0.323781,0.0001407276,0.00008333161,0.001413885,0.0003689772,0.00006891482,0.6604496,0.0001314914,0.0003215404,0.01184174],"study_design_scores_gemma":[0.00002114177,0.000450513,0.8563702,0.00003117604,0.0001195489,0.009221093,0.0002376227,0.0006252894,0.1312599,0.00009470197,0.001557981,0.00001082182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916402,0.003423803,0.00248048,0.00006643875,0.00002691263,0.00003472264,0.0003131708,0.0000733588,0.001940988],"genre_scores_gemma":[0.9960582,0.0005797331,0.002186523,0.00004764835,0.00002846339,0.00003396423,0.000373838,0.000009169148,0.0006824354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602459,"threshold_uncertainty_score":0.004079461,"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."}}