{"id":"W4392578585","doi":"10.1016/j.oret.2024.01.007","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ophthalmology","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":[0.0002906047,0.0004236218,0.0008769043,0.0002721695,0.00004803136,0.00002693022,0.0001687613,0.001304285,0.002462001],"category_scores_gemma":[0.0001813235,0.0003328046,0.0005533228,0.0002203824,0.0002261238,0.00002000271,0.0001466903,0.003328557,0.004314331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000717589,"about_ca_system_score_gemma":0.0002040359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003570471,"about_ca_topic_score_gemma":2.283561e-8,"domain_scores_codex":[0.9976988,0.000124412,0.0004210928,0.0008338965,0.000344325,0.0005775105],"domain_scores_gemma":[0.9986995,0.0001617451,0.0001252374,0.0008117766,0.0001019565,0.00009981463],"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":[0.00004649287,0.00001585339,0.001579795,0.0007875526,0.0001579608,0.2219836,0.00001227336,1.055504e-8,0.00004665126,0.00001769685,0.7751766,0.0001755658],"study_design_scores_gemma":[0.0001193936,0.0002721133,0.0008902014,0.0004503035,0.0003763085,0.1387755,0.00000332553,0.000001988049,0.00008114205,0.0006699743,0.8580931,0.0002666372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01091488,0.002142392,9.674753e-7,0.7797173,0.002028249,0.0002977533,0.00001755548,0.0001635124,0.2047174],"genre_scores_gemma":[0.00197145,0.00006131474,0.0001790276,0.6906493,0.006183941,0.00006332018,0.0006196407,0.0001330442,0.300139],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09542164,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053464467624309,"score_gpt":0.3014800543563892,"score_spread":0.2709454096801461,"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."}}