{"id":"W4413138846","doi":"10.1097/iae.0000000000004640","title":"Reply","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Scleral buckling; Vitrectomy; Ophthalmology; Retinal detachment; Retinal; Optometry; Medicine; Visual acuity","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":[0.0001144788,0.00004344372,0.0001077964,0.00004648848,0.00002307981,0.000004568193,0.00002357382,0.00002432033,0.0001219434],"category_scores_gemma":[0.0001463506,0.00003328072,0.00006697318,0.0001349583,0.00002125219,0.000009907126,0.00001988196,0.00006910475,0.0001019483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424474,"about_ca_system_score_gemma":0.00004588969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001732885,"about_ca_topic_score_gemma":2.006885e-7,"domain_scores_codex":[0.9996285,0.00001131477,0.00008838914,0.0001058644,0.0000717613,0.0000941636],"domain_scores_gemma":[0.9997163,0.00002605923,0.00001399259,0.0001736731,0.00003438757,0.0000356335],"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":[0.000494828,0.0001968471,0.2313261,0.0005304058,0.0001316939,0.0006948866,0.00008972025,5.361039e-7,0.02001637,0.02601489,0.609657,0.1108466],"study_design_scores_gemma":[0.0002184134,0.00003417652,0.09365837,0.0001583533,0.00003554173,0.00004187509,0.00001768773,0.0000243722,0.006114278,0.0005193112,0.8991361,0.00004154384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4458302,0.0006728427,0.0003164088,0.0166494,0.000256077,0.0001334416,5.176088e-7,0.0001014893,0.5360397],"genre_scores_gemma":[0.9180787,0.00008249373,0.0003819541,0.006848471,0.00008188511,0.000007027716,0.000006083545,0.000005801267,0.07450757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4722485,"threshold_uncertainty_score":0.1357148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914939538527619,"score_gpt":0.2818109383123443,"score_spread":0.2728959987738167,"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."}}