{"id":"W4385549097","doi":"10.1016/j.xops.2023.100377","title":"Reply","year":2023,"lang":"en","type":"article","venue":"Ophthalmology Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"City, University of London; Queen's University; Centre for Public Health, Queen's University Belfast; Queen's University Belfast; Santen; Allergan; Apellis Pharmaceuticals","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003697773,0.00005002668,0.00009053411,0.0001812742,0.0001425639,0.000007550997,0.0001455814,0.00002781284,0.0002190046],"category_scores_gemma":[0.0002711855,0.00003809558,0.00003067971,0.001253441,0.0007971575,0.00005169819,0.00006720667,0.00007986344,0.001346999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001429321,"about_ca_system_score_gemma":0.0001349649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126116,"about_ca_topic_score_gemma":8.940243e-8,"domain_scores_codex":[0.9991746,0.00001001209,0.0000792158,0.0002443982,0.0001987852,0.0002930232],"domain_scores_gemma":[0.9995641,0.00002839532,0.00001834106,0.0002305537,0.0000535818,0.0001050628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004307542,0.00005201245,0.9286194,0.00001566369,0.000005622991,0.002659942,0.0001704361,0.000001358221,0.05920427,0.001948381,0.006144207,0.001135564],"study_design_scores_gemma":[0.0001676197,0.0002152942,0.988991,0.000009089111,0.000005504318,0.004868834,0.0001306771,0.0001879543,0.00114671,0.0007995124,0.003428047,0.00004980159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887542,0.0000234234,0.000002224157,0.004562415,0.0002724018,0.00007696806,2.585995e-7,0.00007458523,0.1062335],"genre_scores_gemma":[0.9892789,0.000004723228,0.0002384072,0.0005715996,0.0000233042,0.000005383137,0.000001943684,0.000004315817,0.009871407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005247,"threshold_uncertainty_score":0.9994306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281847643168157,"score_gpt":0.3324201824085999,"score_spread":0.3042354180917842,"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."}}