{"id":"W3208133372","doi":"10.15353/cjo.v48i1.4472","title":"The Pattern Evoked Electroretinogram: Origin, Characteristics and Clinical Usage","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Realm; Normative; Character (mathematics); Neuroscience; Computer science; Optometry; Psychology; Pattern recognition (psychology); Artificial intelligence; Medicine; Mathematics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002057469,0.0003678924,0.0006549937,0.001022786,0.0005234395,0.0005368987,0.0008306353,0.0003612236,0.0001855213],"category_scores_gemma":[0.001512068,0.0003065614,0.0004665027,0.001039839,0.0005256276,0.00004725562,0.00004189938,0.0009796527,0.00001042284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118035,"about_ca_system_score_gemma":0.008534241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003635003,"about_ca_topic_score_gemma":0.002064278,"domain_scores_codex":[0.9964612,0.0003139306,0.001517605,0.0003055635,0.0004104133,0.000991251],"domain_scores_gemma":[0.9941756,0.0001753452,0.001075452,0.0003519975,0.001559825,0.002661853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005371357,0.00001973058,0.9778095,0.00002232874,0.0004554692,0.000817661,0.00006296739,0.000002369868,0.0006639791,0.000002944877,0.01080542,0.009283855],"study_design_scores_gemma":[0.001144223,0.0004130271,0.8901445,0.0001278659,0.0001382082,0.002952673,0.0004336649,0.000008645258,0.001239226,0.000004718034,0.1030221,0.0003711471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984647,0.01000438,0.0006013396,0.001988987,0.001978203,0.000102233,0.00005849494,0.000001787159,0.0006176214],"genre_scores_gemma":[0.9941235,0.003130615,0.0005647701,0.0006595029,0.0007574257,9.910032e-7,0.00003474288,0.00005446658,0.0006739823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09221667,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139791052760833,"score_gpt":0.3128584783645469,"score_spread":0.3014605678369385,"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."}}