{"id":"W4406607168","doi":"10.1016/j.oret.2025.01.012","title":"A Meta-Analysis of Intravitreal Ranibizumab versus Laser Photocoagulation for the Treatment of Retinopathy of Prematurity","year":2025,"lang":"en","type":"review","venue":"Ophthalmology Retina","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; McMaster University; Queen's University; Hospital for Sick Children; University of British Columbia","funders":"McGill University","keywords":"Retinopathy of prematurity; Medicine; Ranibizumab; Ophthalmology; Optometry; Bevacizumab; Surgery; Gestational age; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0008833396,0.0006628855,0.01054836,0.0006540599,0.00007993473,0.000004733319,0.0003562803,0.0006545191,0.0001909828],"category_scores_gemma":[0.0007365716,0.0003792561,0.007124793,0.001104573,0.0005526873,0.00002351075,0.00009124386,0.0002429405,0.000001320225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454355,"about_ca_system_score_gemma":0.0003313063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260173,"about_ca_topic_score_gemma":0.0000123673,"domain_scores_codex":[0.9960441,0.0006189754,0.001912397,0.0006892349,0.0004088708,0.0003264449],"domain_scores_gemma":[0.9901844,0.005527118,0.002209139,0.001446865,0.0005735143,0.0000589561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006419462,0.00252388,0.0003900171,0.08509448,0.8482698,0.0001236073,0.001471991,0.00001370989,0.00001678676,0.0002029373,0.0002059897,0.05526739],"study_design_scores_gemma":[0.00194397,0.004219569,0.0007000688,0.001283697,0.9780216,0.0001696497,0.0000843541,0.00002542994,0.0003928906,0.00005186108,0.0128641,0.0002427651],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002507836,0.9867821,0.00001015087,0.0001004699,0.0002555478,0.007943985,0.0009091092,0.00001637081,0.001474484],"genre_scores_gemma":[0.01055189,0.9839049,0.001248019,0.000003423919,0.00007094194,0.002224223,0.0005238684,0.00004697706,0.001425734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1297519,"threshold_uncertainty_score":0.9998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416396626505223,"score_gpt":0.4371390332808984,"score_spread":0.1954993706303761,"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."}}