{"id":"W4414518762","doi":"10.1016/j.ophtha.2025.08.008","title":"REPLY","year":2025,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Regression analysis; Regression; Confidence interval; Variables; Linear regression; Term (time); Prognostic variable; Variable (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00005976413,0.00005237617,0.0001510173,0.000064671,0.0000329072,0.000002573172,0.00004050594,0.00005273633,0.0007175856],"category_scores_gemma":[0.00009063457,0.00004338012,0.00004422199,0.0001025183,0.00008840443,0.00001609716,0.00002347341,0.00008445618,0.0001370197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001445376,"about_ca_system_score_gemma":0.00005183358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002287194,"about_ca_topic_score_gemma":6.825497e-8,"domain_scores_codex":[0.9996018,0.00001601663,0.0001033049,0.0001262427,0.00003619116,0.0001164886],"domain_scores_gemma":[0.9996932,0.00004064649,0.00001493139,0.0001898121,0.00003184799,0.00002962026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002913501,0.0005069032,0.6027431,0.0004070317,0.0004162981,0.006271486,0.0003233137,0.000001063048,0.02151174,0.122661,0.2082838,0.03396068],"study_design_scores_gemma":[0.001515421,0.001062379,0.6478783,0.00009770221,0.0001300881,0.00874464,0.0001949719,0.00001500252,0.0176809,0.01635921,0.306174,0.0001474038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5692583,0.000170537,0.00003355294,0.00440205,0.000194967,0.00005922191,4.863435e-7,0.00002000447,0.4258609],"genre_scores_gemma":[0.9361854,0.000004267473,0.001052975,0.002409021,0.00004998054,0.000008691385,0.000003197162,0.000004013185,0.06028251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669271,"threshold_uncertainty_score":0.7857059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291459539908598,"score_gpt":0.3525490355923883,"score_spread":0.3296344401933023,"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."}}