{"id":"W322734428","doi":"10.1503/cmaj.090536","title":"Diabetic retinopathy","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Cotton wool spots; Diabetic retinopathy; Medicine; Ophthalmology; Retinopathy; Optometry; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004804644,0.0006512943,0.000815223,0.001215406,0.0008004348,0.001132047,0.0007501281,0.0006115207,0.04025178],"category_scores_gemma":[0.001486605,0.0001590925,0.0006726647,0.001393092,0.0001348491,0.0003583702,0.0005930151,0.001101518,0.01283507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006729881,"about_ca_system_score_gemma":0.0008325521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004263355,"about_ca_topic_score_gemma":0.004348742,"domain_scores_codex":[0.999404,0.00007899151,0.00006311191,0.00009052881,0.0002392993,0.0001239896],"domain_scores_gemma":[0.9993734,0.00005315797,0.0001090641,0.00005975058,0.0003025618,0.0001020834],"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":[0.001915115,0.000985098,0.04098542,0.002089236,0.0002812498,0.002961886,0.0002624598,0.0002366458,0.006774907,0.005215044,0.2152465,0.7230464],"study_design_scores_gemma":[0.0002771702,0.0005031427,0.06124347,0.001636957,0.00037164,0.01071494,0.0003010428,0.0003720315,0.003660483,0.00319804,0.9176474,0.00007378257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.08618908,0.07812142,0.01424787,0.006269426,0.002988576,0.001904781,0.0372796,0.0032823,0.769717],"genre_scores_gemma":[0.4686685,0.06888215,0.02889622,0.01251307,0.001773314,0.001637011,0.05411734,0.0005584825,0.3629539],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04025178,"threshold_uncertainty_score":0.1346557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003996252568652757,"score_gpt":0.2348255039685636,"score_spread":0.2308292513999108,"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."}}