{"id":"W2583535699","doi":"","title":"Diabetic retinopathy: what happens before VEGF?","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Ophthalmology; Diabetic retinopathy; Medicine; VEGF receptors; Retinopathy; Internal medicine; Diabetes mellitus; Endocrinology","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":[0.002615212,0.0006796285,0.001815067,0.0009511499,0.001205764,0.006619878,0.0009375996,0.005283142,0.008411021],"category_scores_gemma":[0.006825878,0.0003806741,0.00100993,0.0008182828,0.002400952,0.006326478,0.001134691,0.007036054,0.003144282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306424,"about_ca_system_score_gemma":0.004105755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004530664,"about_ca_topic_score_gemma":0.006217046,"domain_scores_codex":[0.9978169,0.000596596,0.0002071126,0.000305387,0.000586679,0.0004873477],"domain_scores_gemma":[0.9956211,0.001598524,0.0007187423,0.0001856237,0.001122673,0.0007532961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002791293,0.001277233,0.01966822,0.006027702,0.0004944712,0.003771489,0.001589025,0.0004702402,0.007726013,0.03776887,0.1787404,0.739675],"study_design_scores_gemma":[0.0006299007,0.001691412,0.05237903,0.01395464,0.0009566279,0.009281909,0.006507827,0.0008556476,0.007299242,0.08863257,0.8174779,0.0003332157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01625629,0.7890842,0.001820348,0.1518814,0.01450228,0.0000454987,0.0002803895,0.0001998771,0.0259298],"genre_scores_gemma":[0.2675576,0.5777037,0.004884374,0.08056249,0.04902,0.0001121688,0.0003724526,0.0002309891,0.01955629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008411021,"threshold_uncertainty_score":0.02813768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311208452907229,"score_gpt":0.3427859304605527,"score_spread":0.3096738459314804,"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."}}