{"id":"W2067324638","doi":"10.1016/j.jcjo.2011.12.025","title":"Canadian Ophthalmological Society evidence-based clinical practice guidelines for the management of diabetic retinopathy","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dawson College","funders":"","keywords":"Diabetic retinopathy; Medicine; Diabetes mellitus; Health professionals; Ethnic group; Retinopathy; Optometry; Type 2 diabetes; Family medicine; Diabetes management; Clinical Practice; Health care; Intensive care medicine; Ophthalmology; 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":[0.03560269,0.002377719,0.003383131,0.01222877,0.004357019,0.006065791,0.01132524,0.01221672,0.00783278],"category_scores_gemma":[0.1598497,0.001314356,0.004967206,0.01100667,0.002608273,0.002443243,0.003417305,0.01530411,0.002299562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02471313,"about_ca_system_score_gemma":0.1540632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4145922,"about_ca_topic_score_gemma":0.5756676,"domain_scores_codex":[0.9497591,0.01579459,0.0135756,0.001059535,0.01801354,0.001797666],"domain_scores_gemma":[0.7444429,0.04665028,0.01499975,0.002554338,0.18074,0.0106127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00017755,0.000929466,0.005764409,0.01364746,0.0005150738,0.0009584419,0.001622311,0.003125184,0.0005619045,0.009670403,0.661249,0.3017788],"study_design_scores_gemma":[0.001370654,0.0003354245,0.03771313,0.1431233,0.002408692,0.002178427,0.002875696,0.004595967,0.001165341,0.02195229,0.7817042,0.0005768883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005575337,0.2480119,0.04796464,0.5589747,0.02536566,0.009727952,0.007015447,0.001502411,0.09586188],"genre_scores_gemma":[0.06352321,0.2593575,0.5603833,0.06844337,0.007859371,0.009705278,0.01584043,0.0004015671,0.01448585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5854078,"threshold_uncertainty_score":0.824358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5277749016781516,"score_gpt":0.5480101430338621,"score_spread":0.02023524135571053,"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."}}