{"id":"W4405729115","doi":"10.1016/j.ophtha.2024.11.019","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Ophthalmology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Prism Eye Institute","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006160451,0.0002504232,0.000461471,0.0002203527,0.00001838688,0.0000191082,0.00009888352,0.0004626484,0.002635807],"category_scores_gemma":[0.00001653276,0.0001990437,0.0002050396,0.0001030102,0.00006343421,0.00001473932,0.0001089295,0.0008511654,0.005706195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008747403,"about_ca_system_score_gemma":0.00004921842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002504014,"about_ca_topic_score_gemma":3.975235e-8,"domain_scores_codex":[0.9987769,0.00002740315,0.0001873683,0.0004868588,0.0001648637,0.0003565968],"domain_scores_gemma":[0.9992965,0.00004450034,0.00004663695,0.0005458685,0.00002577992,0.00004074359],"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":[0.000008906741,0.00003011736,0.00030913,0.0004727857,0.0005292305,0.08726094,0.000009625704,2.305586e-8,0.000003553802,0.0000730025,0.9106321,0.0006706089],"study_design_scores_gemma":[0.000255776,0.0004835503,0.0003028399,0.0001247196,0.0007953601,0.003713947,0.000002258549,0.000001936287,0.00001714964,0.001002179,0.9931501,0.0001502154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001208823,0.0009508141,4.002711e-7,0.6791189,0.001267558,0.0002939815,0.000009781536,0.0001019611,0.3170477],"genre_scores_gemma":[0.0007919668,0.00001605123,0.0001621498,0.5917261,0.002388502,0.00007429058,0.0005801067,0.00005680602,0.404204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08739279,"threshold_uncertainty_score":0.9982759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936598168970573,"score_gpt":0.2985563835044386,"score_spread":0.2691904018147329,"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."}}