{"id":"W2005634200","doi":"10.1177/193229680900300209","title":"Improving Access to Eye Care: Teleophthalmology in Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diabetic retinopathy; Optometry; Eye examination; Referral; Telemedicine; Upload; Health care; Diabetes mellitus; Medical emergency; Ophthalmology; Family medicine; Visual acuity; Computer science","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":[0.0007190518,0.0002565335,0.0001398201,0.0007719024,0.002659027,0.001531072,0.001219348,0.0005571149,0.00820658],"category_scores_gemma":[0.00126168,0.0001582496,0.0002079701,0.0020599,0.0008919843,0.0004582513,0.001233378,0.0008524887,0.000423882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03917226,"about_ca_system_score_gemma":0.09908229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991951,"about_ca_topic_score_gemma":0.9956118,"domain_scores_codex":[0.9990959,0.00006103548,0.00002562891,0.00005867894,0.0003882684,0.0003705339],"domain_scores_gemma":[0.997133,0.000139888,0.0001697369,0.00003589171,0.0008531545,0.001668323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005547707,0.0008021108,0.579997,0.001167346,0.00006717272,0.002899626,0.002672604,0.001493554,0.002564283,0.002888422,0.09020387,0.3146893],"study_design_scores_gemma":[0.0001545532,0.0001773269,0.9516127,0.000437981,0.00004388408,0.0006891454,0.003987954,0.00110845,0.0003298634,0.000279723,0.04114489,0.00003361047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8331866,0.02296328,0.001594704,0.04372852,0.0006016506,0.0008915731,0.007492335,0.0004242505,0.08911707],"genre_scores_gemma":[0.9596626,0.00966028,0.003163294,0.005133899,0.0001695847,0.0001066192,0.002082548,0.00005470542,0.01996662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03917226,"threshold_uncertainty_score":0.284216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006057847532749951,"score_gpt":0.2785411851429786,"score_spread":0.2724833376102286,"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."}}