{"id":"W4230818120","doi":"10.1016/j.ophtha.2021.05.007","title":"Reply","year":2021,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neuro-ophthalmology; Excellence; Ophthalmology; Optometry; Medical education; Glaucoma","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004194122,0.0003945463,0.001135281,0.000335945,0.0001426341,0.00001564521,0.000258571,0.002686192,0.01496714],"category_scores_gemma":[0.0004340557,0.0003655128,0.0003144933,0.0003404947,0.000342542,0.00003077151,0.0002060192,0.005984894,0.001706812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560571,"about_ca_system_score_gemma":0.001165823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443797,"about_ca_topic_score_gemma":1.133879e-7,"domain_scores_codex":[0.9963897,0.0005357809,0.0005186401,0.0009761862,0.0004652357,0.00111447],"domain_scores_gemma":[0.9975944,0.0005108863,0.0001522576,0.00118432,0.0003453248,0.0002128761],"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":[0.0001019182,0.00009468607,0.006001669,0.0009171662,0.0001226231,0.2424772,0.00001328641,2.37981e-8,0.00002464099,0.00001950745,0.7500264,0.0002008471],"study_design_scores_gemma":[0.0005149624,0.001195831,0.006163884,0.0001591865,0.0000841423,0.2201307,0.000009405574,0.000003136461,0.00008116866,0.0002361269,0.7711913,0.0002301121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02707141,0.00198703,0.000001364708,0.8660034,0.001416695,0.0005163268,0.00002762815,0.00006706002,0.1029091],"genre_scores_gemma":[0.006924275,0.00006924165,0.0003827541,0.7991065,0.006224425,0.0001067182,0.001373635,0.00010771,0.1857048],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08279564,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059643917854909,"score_gpt":0.4921750154651098,"score_spread":0.2862106236796189,"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."}}