{"id":"W3135757156","doi":"10.1097/ieb.0b013e3181c70f41","title":"SCREENING FOR DIABETIC RETINOPATHY: 1 AND 3 NONMYDRIATIC 45-DEGREE DIGITAL FUNDUS PHOTOGRAPHS VS. 7 STANDARD EARLY TREATMENT DIABETIC RETINOPATHY STUDY FIELDS","year":2010,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Optometry; Diabetic retinopathy; Medicine; Reprint; Fundus (uterus); Ophthalmology; Fundus camera; Diabetes mellitus; Ophthalmoscopy; Retinal; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002521075,0.0007355788,0.001105957,0.0006226704,0.0003953716,0.0007950159,0.001288025,0.001108836,0.002187557],"category_scores_gemma":[0.003378773,0.0006199944,0.00151929,0.001104172,0.0004533389,0.0007648913,0.0006959467,0.001146386,0.000202026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244235,"about_ca_system_score_gemma":0.001220454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06821463,"about_ca_topic_score_gemma":0.09521578,"domain_scores_codex":[0.9988894,0.0004208802,0.00007416915,0.0002006926,0.0002268141,0.0001880348],"domain_scores_gemma":[0.9974977,0.0008484254,0.0005888385,0.0001712008,0.0002456559,0.0006481139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06810217,0.001668176,0.9176146,0.0002101198,0.002231695,0.0001509943,0.0002020047,0.0004393197,0.0005278598,0.00009065987,0.001431444,0.007330855],"study_design_scores_gemma":[0.002887812,0.003066218,0.9916603,0.00005073412,0.0009416814,0.0001051341,0.0002191145,0.0006359193,0.00006840096,0.00004748889,0.0002967346,0.000020417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968885,0.001086898,0.00004846728,0.00009507893,0.00003932515,0.00005846916,0.0009986087,0.000003669752,0.000780955],"genre_scores_gemma":[0.9973435,0.0004575374,0.0001143752,0.00008428578,0.00005171189,0.00004017375,0.001361573,0.000003002957,0.0005439315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06821463,"threshold_uncertainty_score":0.1356351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06784240803522128,"score_gpt":0.328145187616263,"score_spread":0.2603027795810418,"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."}}