{"id":"W4210587350","doi":"10.3389/fphar.2022.759742","title":"Beyond Fetal Immunity: A Systematic Review and Meta-Analysis of the Association Between Antenatal Corticosteroids and Retinopathy of Prematurity","year":2022,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; Retinopathy of prematurity; Odds ratio; Meta-analysis; Childhood blindness; Confidence interval; Cochrane Library; Confounding; Pediatrics; Birth weight; Obstetrics; Gestational age; Pregnancy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003112367,0.0004419178,0.0138421,0.000623871,0.00009214965,0.000007751595,0.0003725123,0.0002836871,0.00007524496],"category_scores_gemma":[0.00121418,0.0002829178,0.001671778,0.001243513,0.0002914882,0.00005631866,0.0006697754,0.001097792,2.556177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141071,"about_ca_system_score_gemma":0.0001238907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940155,"about_ca_topic_score_gemma":0.000004571227,"domain_scores_codex":[0.9935933,0.003089351,0.002033294,0.0004526459,0.0005468898,0.0002845654],"domain_scores_gemma":[0.9952586,0.001027465,0.00297128,0.0005348399,0.0001357153,0.00007209468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001628777,0.00008785327,0.002777932,0.7626613,0.2323175,0.00001767891,0.0003424376,4.440687e-8,0.000001629002,0.00000215921,0.0009417401,0.0008334254],"study_design_scores_gemma":[0.0003799502,0.0001113489,0.0008540617,0.008823505,0.9864846,0.00005810418,0.000111741,0.000006246038,0.000005071409,0.00001943716,0.002959723,0.0001862203],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004779535,0.9934198,0.000003471948,0.0002869857,0.0003406779,0.004799153,0.0005660167,0.00001147139,0.00009453068],"genre_scores_gemma":[0.0006861761,0.998123,0.0002064481,0.0002034468,0.00001805161,0.0004370352,0.00009365884,0.0000283658,0.0002037397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7541671,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785461475668956,"score_gpt":0.3425253086463126,"score_spread":0.294670693889623,"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."}}