{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093305,0.00007564313,0.0002321401,0.0005409991,0.0000541951,0.00002205528,0.0002309587,0.00004900742,0.000004909127],"category_scores_gemma":[0.0004370098,0.00005511336,0.0000182705,0.0009207851,0.0001387311,0.0001530508,0.00005652722,0.0001336011,6.246595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199673,"about_ca_system_score_gemma":0.0009618427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373308,"about_ca_topic_score_gemma":0.01248583,"domain_scores_codex":[0.9991244,0.000005401847,0.0002018755,0.00014834,0.000229356,0.0002906156],"domain_scores_gemma":[0.9993315,0.00002188921,0.0001008859,0.0001150227,0.0002657252,0.000164991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001576989,0.00005048234,0.9298076,0.00001168767,0.000005913544,0.0002113785,0.00002044389,0.00000138981,0.006346893,0.00005944922,0.00005744499,0.06341155],"study_design_scores_gemma":[0.0005942518,0.001554892,0.9877955,0.00007328718,0.00002991805,0.0001215543,0.0001631281,0.00002450665,0.00892556,0.0004001388,0.0002515039,0.00006581068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853316,0.0005552678,7.030797e-7,0.01358477,0.00007824216,0.0001013729,7.214414e-7,0.000003488366,0.0003438276],"genre_scores_gemma":[0.9989837,0.00001196193,0.0002312904,0.0007326073,0.00001846153,0.000001757658,1.894214e-7,0.00000249643,0.00001757931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06334574,"threshold_uncertainty_score":0.9928346,"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."}}