{"id":"W2104504411","doi":"10.1016/s0161-6420(01)00933-2","title":"High-resolution stereoscopic digital fundus photography versus contact lens biomicroscopy for the detection of clinically significant macular edema","year":2002,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Macular edema; Ophthalmology; Fundus photography; Diabetic retinopathy; Fundus (uterus); Retinal; Optometry; Fluorescein angiography; Diabetes mellitus","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":[0.001352173,0.0003997087,0.001026583,0.0006448578,0.0002773342,0.0003684323,0.0004343046,0.001047136,0.001978635],"category_scores_gemma":[0.003914266,0.0002623429,0.000395896,0.0004028633,0.000382229,0.0008812353,0.0001639659,0.0008208213,0.0002119698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044909,"about_ca_system_score_gemma":0.0004681255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107482,"about_ca_topic_score_gemma":0.003967922,"domain_scores_codex":[0.9994674,0.0002569642,0.00004585837,0.00005904932,0.0001188948,0.00005182271],"domain_scores_gemma":[0.997747,0.001701673,0.0001550376,0.00006406006,0.0001118161,0.0002205166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3483234,0.006187886,0.1340898,0.001230802,0.001248143,0.003845268,0.0002470925,0.001360347,0.07929805,0.0008206542,0.004397172,0.4189514],"study_design_scores_gemma":[0.01509614,0.07574706,0.8258309,0.0001984444,0.002328234,0.02147526,0.0004824221,0.01414455,0.03987599,0.001069751,0.00359029,0.0001610757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835201,0.01145582,0.0008568233,0.0009405551,0.0001957164,0.00006313765,0.00007425767,0.00005411741,0.002839544],"genre_scores_gemma":[0.9963773,0.00168078,0.001145544,0.0002814397,0.0001081805,0.000009271764,0.00004489293,0.000004862291,0.000347723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978635,"threshold_uncertainty_score":0.007151067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969122418856764,"score_gpt":0.3248016977323535,"score_spread":0.2651104735437859,"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."}}