{"id":"W2018428403","doi":"10.1016/s0008-4182(03)80110-2","title":"Comparison of two, three and four 45° image fields obtained with the Topcon CRW6 nonmydriatic camera for screening for diabetic retinopathy","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Diabetic retinopathy; Medicine; Ophthalmology; Fundus photography; Optometry; Fundus camera; Fundus (uterus); Retinopathy; Pupil; Diabetes mellitus; Population; Prospective cohort study; Optic disc; Surgery; Glaucoma; Retinal; Ophthalmoscopy; Fluorescein angiography; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238997,0.0001218996,0.0004360066,0.0001005503,0.0001135031,0.00001517856,0.00007904766,0.00006004555,0.00008660211],"category_scores_gemma":[0.0002711737,0.00007727176,0.000114049,0.00006839621,0.0001391317,0.00003787395,0.000003835328,0.0001226719,2.78716e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003691262,"about_ca_system_score_gemma":0.0003925457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000446785,"about_ca_topic_score_gemma":0.0002347387,"domain_scores_codex":[0.9991781,0.00005306297,0.0002944171,0.000116221,0.00008293621,0.0002752602],"domain_scores_gemma":[0.9987051,0.0002812968,0.0002721356,0.0001378904,0.0002502934,0.0003532297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008887246,0.00008503826,0.9925764,0.0002277886,0.0004209551,0.002720282,0.0004843848,0.00004824049,0.0001818216,0.0006823861,0.0004468319,0.001237199],"study_design_scores_gemma":[0.02156333,0.01841317,0.8873254,0.0006721338,0.002381964,0.05976389,0.001685246,0.001761549,0.001738924,0.003829827,0.0004676637,0.00039687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931038,0.0009405189,0.003168133,0.001238878,0.00009900871,0.0005545591,0.00002533043,0.000001062174,0.0008687176],"genre_scores_gemma":[0.9936705,0.000001385803,0.006027329,0.00006726883,0.00005753337,0.00002062444,0.000004973307,0.00001720389,0.0001331878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052509,"threshold_uncertainty_score":0.3151051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04436320548407609,"score_gpt":0.3284021196124345,"score_spread":0.2840389141283585,"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."}}