{"id":"W3179545547","doi":"10.1503/cmaj.202141","title":"Teleretina screening for diabetic retinopathy","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Impact; Sunnybrook Health Science Centre","funders":"","keywords":"Diabetic retinopathy; Medicine; Retinopathy; Diabetes mellitus; Optometry; Type 2 diabetes; 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":[0.001096166,0.000251624,0.0007180783,0.001891554,0.0004694958,0.0005061228,0.0007933763,0.0004382212,0.01754911],"category_scores_gemma":[0.006460266,0.0001125446,0.0009049877,0.002522215,0.0002040361,0.0003128042,0.0004301009,0.0008368579,0.001103982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143751,"about_ca_system_score_gemma":0.005317824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3299506,"about_ca_topic_score_gemma":0.5668008,"domain_scores_codex":[0.9983931,0.0003480937,0.0001626893,0.0001237983,0.0008536023,0.0001187001],"domain_scores_gemma":[0.9963602,0.0008828663,0.0008258252,0.00008763128,0.001554748,0.0002886596],"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":[0.001300625,0.0002502103,0.08189994,0.02083875,0.001127867,0.0002117947,0.0001491819,0.0001595137,0.0003453728,0.001799024,0.3499359,0.5419818],"study_design_scores_gemma":[0.001555214,0.0007034932,0.6624853,0.05339643,0.004499427,0.001964662,0.0004379102,0.0006189158,0.0006143548,0.001584783,0.2720439,0.00009560169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06427158,0.6047808,0.003659108,0.02203895,0.002014007,0.00222247,0.1164404,0.0006595654,0.1839132],"genre_scores_gemma":[0.545019,0.3467827,0.01426323,0.01818852,0.002338894,0.001431843,0.05075252,0.0001001138,0.02112316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3299506,"threshold_uncertainty_score":0.6560602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121442124375563,"score_gpt":0.2625773484671215,"score_spread":0.2513629272233659,"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."}}