{"id":"W2057811332","doi":"10.1089/tmj.2007.0068","title":"Optometric Referrals to Retina Specialists: Evaluation and Triage via Teleophthalmology","year":2008,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Referral; Telemedicine; Triage; Optometry; Ophthalmology; Medical emergency; Health care; Family medicine","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":[0.0007565074,0.0003929167,0.0002655468,0.001689678,0.001330976,0.001028853,0.000706027,0.0008181779,0.00181456],"category_scores_gemma":[0.005827679,0.0005125424,0.0002445259,0.001746967,0.0008275892,0.0005513339,0.0007507514,0.0005991334,0.0003746411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609366,"about_ca_system_score_gemma":0.001977775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597181,"about_ca_topic_score_gemma":0.037683,"domain_scores_codex":[0.9983135,0.0003147919,0.0001549859,0.0001856102,0.0005653414,0.0004658057],"domain_scores_gemma":[0.9965277,0.0007943896,0.001674998,0.0001347772,0.0003985259,0.0004695706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008464638,0.0001424208,0.9830614,0.00002761767,0.00001039679,0.01281319,0.0004907107,0.00004850336,0.0002658942,0.00002541189,0.000209916,0.002820052],"study_design_scores_gemma":[0.0000366116,0.0007693804,0.9206088,0.00003999782,0.00003222887,0.07352377,0.003569727,0.00047394,0.0003625966,0.00003931625,0.0005259839,0.00001771826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990325,0.0001832227,0.00007470648,0.00004737252,0.000006958029,0.00004278008,0.00004795919,0.000004018811,0.0005606316],"genre_scores_gemma":[0.999375,0.0001686269,0.0001400504,0.0000618565,0.00002490031,0.00002143581,0.00008842595,0.000001953181,0.000117687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597181,"threshold_uncertainty_score":0.05164123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272460417636541,"score_gpt":0.4348005652669316,"score_spread":0.3075545235032776,"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."}}