{"id":"W4389775437","doi":"10.1097/md.0000000000036557","title":"A meta-analysis of adverse effects of retinopathy of prematurity on neurodevelopment in preterm infants","year":2023,"lang":"en","type":"review","venue":"Medicine","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retinopathy of prematurity; Meta-analysis; Adverse effect; Pediatrics; 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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00209121,0.0007288448,0.01609915,0.002888839,0.00001839485,8.431517e-7,0.0004032956,0.0003692104,0.00007641633],"category_scores_gemma":[0.004526448,0.0004545166,0.002447002,0.003255017,0.0004193641,0.00002889374,0.0002558114,0.0007097791,0.000007093441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068972,"about_ca_system_score_gemma":0.0002220297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071639,"about_ca_topic_score_gemma":0.00004160745,"domain_scores_codex":[0.9936292,0.0006250265,0.003098447,0.0007708422,0.001509302,0.0003671877],"domain_scores_gemma":[0.9934521,0.002421034,0.00234948,0.001350865,0.0002887749,0.0001377531],"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":[0.0005031938,0.0009318328,0.001361137,0.6196203,0.3383342,0.0007745881,0.006399549,0.000005803681,0.00008121686,0.0000512837,0.0006894654,0.03124749],"study_design_scores_gemma":[0.001756691,0.001814157,0.02493694,0.07222811,0.8896464,0.00001993796,0.00008640927,0.0000111187,0.0002950373,0.00002454105,0.00876652,0.0004141505],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005898967,0.9895415,0.000001650314,0.0001676975,0.0002781755,0.003321106,0.0000789167,0.00004078446,0.0006712299],"genre_scores_gemma":[0.005605942,0.9933386,0.0002071144,0.00005174046,0.00005078075,0.0002234405,0.0001138989,0.00007089986,0.0003375864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5513122,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617637086807308,"score_gpt":0.3868051089638403,"score_spread":0.2250414002831095,"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."}}