{"id":"W4389074188","doi":"10.1016/j.puhe.2023.10.033","title":"Regional variations in retinopathy of prematurity incidence for preterm infants &lt;32 weeks’ gestation in China","year":2023,"lang":"en","type":"article","venue":"Public Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; McMaster University; Impact","funders":"National Key Research and Development Program of China","keywords":"Retinopathy of prematurity; Medicine; Incidence (geometry); Interquartile range; Birth weight; Gestational age; Pediatrics; China; Intensive care; Retrospective cohort study; Low birth weight; Gestation; Pregnancy; Internal medicine; Geography; Intensive care medicine","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":[0.003625673,0.0001508861,0.0005248517,0.0006703678,0.00009144782,0.00001832666,0.0001471783,0.0001219437,0.000008333812],"category_scores_gemma":[0.00431991,0.000149714,0.00006556262,0.001098397,0.00007987513,0.0002636479,0.00008123066,0.000300685,0.000005634855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126338,"about_ca_system_score_gemma":0.0009001562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453826,"about_ca_topic_score_gemma":0.001143245,"domain_scores_codex":[0.9975334,0.0002436086,0.0008258216,0.0003755356,0.0004711079,0.0005504786],"domain_scores_gemma":[0.9984888,0.0004590413,0.0003467544,0.0003371196,0.0001956273,0.0001725876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000454485,0.0008001542,0.9020842,0.005052405,0.00004712692,0.00002842586,0.05198735,0.00002380674,0.0005716923,0.009931654,0.0110608,0.01795785],"study_design_scores_gemma":[0.001346518,0.0002888929,0.990958,0.0005101537,0.00000542726,0.00001627921,0.0003134985,0.002833963,0.00002750572,0.002729133,0.0008664536,0.0001041595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407433,0.0002790125,0.0003221787,0.05582168,0.0001717792,0.001950424,0.00006704203,0.0001085993,0.0005360145],"genre_scores_gemma":[0.9951778,0.000386076,0.003390781,0.0004486925,0.00007655443,0.0002607069,0.0001607642,0.000020047,0.00007856669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08887375,"threshold_uncertainty_score":0.610516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609665383247766,"score_gpt":0.3505118071801231,"score_spread":0.2895452688553465,"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."}}