{"id":"W2040278009","doi":"10.1089/15209150050502005","title":"Tele-Ophthalmology via Stereoscopic Digital Imaging: A Pilot Project","year":2000,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Space Agency; University of Alberta","keywords":"Medicine; Diabetic retinopathy; Ophthalmology; Stereoscopy; Optometry; Digital imaging; Macular edema; Pupil; Retinopathy; Retinal; Diabetes mellitus; Digital image; Artificial intelligence; Image processing; Computer science","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":[0.001888222,0.0007849094,0.0003453367,0.0008244943,0.002376308,0.0006266022,0.0007303387,0.0004829192,0.002545608],"category_scores_gemma":[0.002166833,0.0003436008,0.0004700701,0.0009576,0.001243655,0.0004309037,0.000712411,0.0007137536,0.0004894077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004198072,"about_ca_system_score_gemma":0.01348138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5494239,"about_ca_topic_score_gemma":0.6231641,"domain_scores_codex":[0.9986001,0.0003984769,0.00003511994,0.0001192949,0.0003592769,0.0004877779],"domain_scores_gemma":[0.9963671,0.0005310188,0.0002649115,0.0003411317,0.001027343,0.001468523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01053009,0.07172372,0.7095715,0.0004748106,0.0001652341,0.006553323,0.01017701,0.0007646742,0.02401007,0.0003548973,0.00225682,0.1634178],"study_design_scores_gemma":[0.002663929,0.07525212,0.8968996,0.00005464893,0.0001772797,0.002754416,0.01088972,0.001503507,0.00515928,0.0001645892,0.004386057,0.00009490816],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969667,0.00003503074,0.0003038818,0.0000777337,0.000004660953,0.001631173,0.0002014771,0.00001895217,0.0007604565],"genre_scores_gemma":[0.9918766,0.0002142259,0.003776614,0.000372948,0.00001868464,0.001297967,0.0006770796,0.000008564656,0.001757322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5494239,"threshold_uncertainty_score":0.9064593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024009595816074,"score_gpt":0.2950841321627684,"score_spread":0.2748440362046077,"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."}}