{"id":"W2948400021","doi":"10.1016/j.yaoo.2019.04.019","title":"Advances in Teleophthalmology","year":2019,"lang":"en","type":"article","venue":"Advances in Ophthalmology and Optometry","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Modality (human–computer interaction); Telemedicine; Health care; Medicine; Health care delivery; Telehealth; Public health; Nursing; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000307134,0.0001845102,0.0005890272,0.0007282759,0.0000267943,0.000006648274,0.0001113443,0.0001592723,0.0004033165],"category_scores_gemma":[0.0001439432,0.0001612995,0.00006343966,0.0009123828,0.0002190753,0.0003954579,0.0000618854,0.0004182148,0.00007375117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767132,"about_ca_system_score_gemma":0.00002474724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001370084,"about_ca_topic_score_gemma":0.000001296806,"domain_scores_codex":[0.9985757,0.00008994646,0.0003365838,0.0004808609,0.0001259817,0.0003909532],"domain_scores_gemma":[0.9992622,0.0002883186,0.00008372119,0.0002546589,0.00003281421,0.00007827712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134001,0.0001230451,0.9864026,0.0001698426,0.000009614124,0.001146016,0.00004415323,0.00008068098,0.0002111061,0.0001764589,0.000001894741,0.01142117],"study_design_scores_gemma":[0.002043996,0.0006152425,0.9802235,0.0002510529,0.00002863031,0.01000068,0.0004821259,0.000332429,0.0003250442,0.002335161,0.003077431,0.0002846713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895157,0.04284906,0.00001362467,0.0002376007,0.0002314096,0.0001505388,0.000001330119,0.0000166894,0.06698408],"genre_scores_gemma":[0.9904847,0.006974835,0.001225442,0.0001406467,0.00004358881,0.00001724094,0.000009166499,0.00001441495,0.001090015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100969,"threshold_uncertainty_score":0.6577601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005974591175536806,"score_gpt":0.3575041277871986,"score_spread":0.3515295366116619,"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."}}