{"id":"W4229018298","doi":"10.1007/s10633-022-09872-0","title":"ISCEV Standard for full-field clinical electroretinography (2022 update)","year":2022,"lang":"en","type":"article","venue":"Documenta Ophthalmologica","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":552,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Erg; Clinical electrophysiology; Electroretinography; Computer science; Mydriasis; Ophthalmology; Optometry; Medicine; Medical physics; Electrophysiology; Retinal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007379173,0.0009176701,0.001125327,0.004711933,0.0006353671,0.003889845,0.003224754,0.003387006,0.03849408],"category_scores_gemma":[0.02505773,0.0005089881,0.001499506,0.002733541,0.0007319612,0.002559234,0.002618673,0.003521345,0.05158954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205959,"about_ca_system_score_gemma":0.00499749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006503823,"about_ca_topic_score_gemma":0.004078547,"domain_scores_codex":[0.9929976,0.001167596,0.001777727,0.0003952514,0.003280109,0.000381574],"domain_scores_gemma":[0.9779874,0.002566661,0.001232382,0.00137316,0.01625155,0.0005887576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001903588,0.00007516789,0.0009331397,0.001096374,0.00002926461,0.0002422946,0.00007531355,0.000212704,0.00138629,0.003360838,0.7195318,0.2728665],"study_design_scores_gemma":[0.00003893638,0.00005387834,0.002372865,0.001551336,0.00002953233,0.0009722526,0.00004864022,0.0001217954,0.001079048,0.00140849,0.9922995,0.00002366521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0131911,0.1757644,0.0977646,0.07591341,0.05609164,0.004341589,0.1011862,0.0208704,0.4548767],"genre_scores_gemma":[0.04571337,0.1575311,0.1321139,0.04679052,0.01345673,0.007421138,0.3553375,0.0102611,0.2313748],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03849408,"threshold_uncertainty_score":0.1287755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470450594782649,"score_gpt":0.3235790335446589,"score_spread":0.3088745275968324,"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."}}