{"id":"W4307102831","doi":"10.1007/s10633-022-09903-w","title":"Comparing the RETeval® portable ERG device with more traditional tabletop ERG systems in normal subjects and selected retinopathies","year":2022,"lang":"en","type":"article","venue":"Documenta Ophthalmologica","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University; Institut de recherche, Centre universitaire de santé McGill","keywords":"Erg; Optometry; Electroretinography; Ophthalmology; Medicine; Retinal; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003786047,0.0001824955,0.0001851388,0.00005092203,0.0003868596,0.00006773388,0.000236505,0.00005814497,0.0001243628],"category_scores_gemma":[0.00002847643,0.0001332805,0.00002527753,0.0003083365,0.0001127074,0.0000133059,0.0002010504,0.00020326,0.000001474672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003783135,"about_ca_system_score_gemma":0.00009018288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321243,"about_ca_topic_score_gemma":0.00001892053,"domain_scores_codex":[0.9986219,0.0001845811,0.0002300987,0.0003767239,0.0002638795,0.0003227895],"domain_scores_gemma":[0.9995844,0.00003121315,0.0001122531,0.0001777591,0.00004353224,0.00005086052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000896374,0.0001519978,0.9674122,0.00005861571,0.00007626264,0.000269271,0.000315211,0.001732208,0.02628433,0.0004944849,0.002275566,0.00003343155],"study_design_scores_gemma":[0.002655544,0.002127761,0.9600868,0.00005665034,0.00005463303,0.005056455,0.006859716,0.0004541987,0.00730031,0.0002019938,0.01423875,0.0009072464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920903,0.001665712,0.000004119198,0.0002527512,0.00008033455,0.0003534848,0.0000145599,0.00001374038,0.005524995],"genre_scores_gemma":[0.9982911,0.00007027289,0.000110161,0.0001529796,0.00003585383,0.0002281624,0.0004433601,0.00001453811,0.0006535344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898402,"threshold_uncertainty_score":0.543502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290894625841601,"score_gpt":0.2360822622123205,"score_spread":0.2131733159539045,"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."}}