{"id":"W4414460611","doi":"10.1080/08164622.2025.2561861","title":"Effects of retinopathy of prematurity and preterm birth on childhood visual outcomes","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Optometry","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Faculty of Medical and Health Sciences, University of Auckland; New Zealand Optometric Vision Research Foundation; Auckland District Health Board","keywords":"Retinopathy of prematurity; Observational study; Premature birth; Retinopathy; Gestational age; Visual acuity; Risk factor","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":[0.0003152149,0.0001973405,0.0009397905,0.0001689979,0.00004947229,0.000008213427,0.0000720702,0.0001663948,0.000006577029],"category_scores_gemma":[0.0008705432,0.0001451371,0.0001755559,0.0001737441,0.0006059131,0.00004208415,0.0002484974,0.0002561924,0.000001440558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001063673,"about_ca_system_score_gemma":0.00001834699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003828296,"about_ca_topic_score_gemma":8.296167e-8,"domain_scores_codex":[0.9985153,0.00009520217,0.0006340888,0.0003638293,0.000231075,0.0001604906],"domain_scores_gemma":[0.998587,0.0008877786,0.0001629581,0.0002021592,0.00004187754,0.0001181987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008808948,0.002202261,0.9825864,0.001417049,0.0002524352,0.00001041446,0.0005874268,1.623896e-8,0.009287,0.0001210863,0.00008107333,0.002573919],"study_design_scores_gemma":[0.002775996,0.001741679,0.7597741,0.000663445,0.00008012108,0.000004961935,0.0002856406,0.000007687324,0.2345143,0.0000505218,0.00001643257,0.00008507318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923083,0.005568996,0.000003160295,0.0002149735,0.0002924022,0.0005526091,0.000006512868,0.00002964146,0.001023402],"genre_scores_gemma":[0.9985782,0.0003219847,0.0005515299,0.0003418151,0.0000401679,0.00001370798,0.000002094139,0.00001040684,0.0001400775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252273,"threshold_uncertainty_score":0.591852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006732300133535,"score_gpt":0.3820164229576089,"score_spread":0.3719490999562736,"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."}}