{"id":"W1897926761","doi":"","title":"Management of Retinopathy and Neuropathy in Diabetes","year":2012,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Diabetes mellitus; Dyslipidemia; Diabetic retinopathy; Retinopathy; Intensive care medicine; Disease; Blindness; Diabetic neuropathy; Internal medicine; Optometry; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007296073,0.0003814573,0.000580457,0.0009989814,0.0007329136,0.0009519735,0.0006058447,0.0009938026,0.006201139],"category_scores_gemma":[0.001581709,0.0000943311,0.0003543451,0.0005521557,0.0001982757,0.0006098801,0.0009830086,0.001990012,0.001776938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007009191,"about_ca_system_score_gemma":0.0008736386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119292,"about_ca_topic_score_gemma":0.003373163,"domain_scores_codex":[0.9995535,0.0001189664,0.00006167861,0.00003177638,0.0001597952,0.00007419066],"domain_scores_gemma":[0.9995496,0.00007799345,0.00008095995,0.00001765205,0.0001569309,0.0001168864],"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":[0.0001536059,0.0002959242,0.004638791,0.001077655,0.00003557969,0.003091199,0.0001770441,0.0001767907,0.0008524916,0.001570102,0.06915237,0.9187785],"study_design_scores_gemma":[0.0002390773,0.001046542,0.0489779,0.0102874,0.000212357,0.04932176,0.001331565,0.001046662,0.001906965,0.0104955,0.8750578,0.00007645173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03549935,0.7099604,0.01135334,0.0690629,0.005341647,0.0003731754,0.0002616195,0.0006507544,0.1674968],"genre_scores_gemma":[0.2731074,0.6023049,0.02597304,0.03200158,0.008004729,0.0004049265,0.0007084385,0.0001093843,0.05738557],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006201139,"threshold_uncertainty_score":0.02074492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050935041026188,"score_gpt":0.3136652631130358,"score_spread":0.2931559127027739,"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."}}