{"id":"W4310692022","doi":"10.2337/dc22-0713","title":"Effectiveness of Nonmydriatic Ultra-Widefield Retinal Imaging to Screen for Diabetic Eye Disease: A Randomized Controlled Trial (Clearsight)","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Randomized controlled trial; Diabetes mellitus; Referral; Diabetic retinopathy; Odds ratio; Eye disease; Ophthalmology; Pediatrics; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003504611,0.001589189,0.004459969,0.0006835203,0.0006305862,0.001397179,0.001349788,0.002701927,0.008000065],"category_scores_gemma":[0.005775237,0.0008786718,0.003676963,0.0005473233,0.001499588,0.001377546,0.0006031572,0.002768146,0.0006188641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106709,"about_ca_system_score_gemma":0.001839694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826158,"about_ca_topic_score_gemma":0.004149769,"domain_scores_codex":[0.9977029,0.001328447,0.0002250112,0.0003943476,0.0001529712,0.0001964062],"domain_scores_gemma":[0.9967234,0.001344372,0.0009135841,0.0002136804,0.0002437641,0.0005612313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9877625,0.00406717,0.0003117003,0.001133691,0.0009265311,0.00001525231,0.00002769824,0.00009314179,0.0002320145,0.00004700202,0.0002549598,0.005128389],"study_design_scores_gemma":[0.9762849,0.02214045,0.0006236741,0.00006573294,0.0005394393,0.000009713009,0.00001078546,0.0001263736,0.00006263363,0.00004323297,0.00008702199,0.000006098603],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750082,0.01351487,0.0006234522,0.0009149762,0.001130968,0.00597705,0.0008992467,0.0001227768,0.001808442],"genre_scores_gemma":[0.9807056,0.005006749,0.00209539,0.0009958914,0.00105796,0.007491143,0.0006567097,0.00001499837,0.001975779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008000065,"threshold_uncertainty_score":0.0267629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613900181497367,"score_gpt":0.2656333379435991,"score_spread":0.2600194377621017,"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."}}