{"id":"W4412707452","doi":"10.1016/j.jcjo.2025.07.001","title":"Refractive and visual outcomes of macular edema of prematurity at 9 months, 2 years, and 5 years of age","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; University of Washington; Research to Prevent Blindness; Alcon Research Institute; Knights Templar Eye Foundation","keywords":"Medicine; Retinopathy of prematurity; Gestational age; Ophthalmology; Retinoscopy; Birth weight; Visual acuity; Macular edema; Refractive error; Prospective cohort study; Pediatrics; Surgery; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003478171,0.0001055009,0.0008448195,0.0003646282,0.00002590717,0.000003105288,0.00008454885,0.0001430602,0.00005174726],"category_scores_gemma":[0.0007191844,0.00009962806,0.0001007646,0.0001055632,0.0005296752,0.00004408479,0.00005495083,0.0002051533,2.730436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007196097,"about_ca_system_score_gemma":0.0003217508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545194,"about_ca_topic_score_gemma":0.0002665441,"domain_scores_codex":[0.9989867,0.00009458143,0.0004854136,0.0001238855,0.000139075,0.0001704006],"domain_scores_gemma":[0.9988831,0.0002010594,0.0003973208,0.0001279472,0.0001944167,0.0001961284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003297585,0.00006955287,0.980298,0.0004996693,0.0007589946,0.01039598,0.002639007,8.951862e-7,0.003554439,0.0001247625,0.0006120955,0.0007168629],"study_design_scores_gemma":[0.0008909145,0.0005538967,0.9865578,0.0002740409,0.0002047383,0.008249082,0.000655288,0.000002007981,0.002005564,0.0004155074,0.0001335413,0.0000576457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912825,0.005937584,0.00000102227,0.0003874754,0.0001431405,0.0001598114,0.00002765349,9.293448e-7,0.002059851],"genre_scores_gemma":[0.9989197,0.00006822787,0.0005314676,0.0000202062,0.00001735614,8.086118e-7,0.000001412978,0.000007966792,0.0004328702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007637151,"threshold_uncertainty_score":0.4062714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534216183812912,"score_gpt":0.3057163300277881,"score_spread":0.2903741681896589,"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."}}