{"id":"W4416450490","doi":"10.1007/s00383-025-06247-9","title":"Incidence and risk factors of pulmonary hypertension in neonates with congenital diaphragmatic hernia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Etiology; Incidence (geometry); Pulmonary hypertension; Congenital diaphragmatic hernia; Pediatric surgery; Diaphragmatic breathing; Risk factor","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":[],"consensus_categories":[],"category_scores_codex":[0.0007112098,0.0002332437,0.002197834,0.0009245686,0.00003648225,0.00001762592,0.00008259499,0.00005429171,0.0001054818],"category_scores_gemma":[0.002456291,0.0001507998,0.000358747,0.0009940324,0.00008745011,0.000123877,0.0001024775,0.0001472641,0.000002373638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004151995,"about_ca_system_score_gemma":0.00007804042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003927824,"about_ca_topic_score_gemma":0.0001517953,"domain_scores_codex":[0.9980523,0.0001678104,0.0008777268,0.0003140799,0.0004355311,0.0001525533],"domain_scores_gemma":[0.9958242,0.003210668,0.0003772773,0.0002200476,0.0002968581,0.00007096581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003136738,0.0001030735,0.9251043,0.02768354,0.04678577,0.0000698363,0.0001147559,0.000004159847,0.000003683251,0.000008924043,0.00004553308,0.00004510986],"study_design_scores_gemma":[0.0002066406,0.00001781257,0.5412117,0.0007265467,0.4564974,0.00006301943,0.0002237592,0.0008398801,0.000006902955,0.00004647537,0.000001932666,0.0001578764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902369,0.1081591,0.00004058658,0.0005881378,0.00004001091,0.0006795986,0.00006624575,0.00001873151,0.0001706669],"genre_scores_gemma":[0.9811334,0.01821871,0.00008291491,0.0001804659,0.00001158495,0.0001331932,0.00002255729,0.00001012998,0.0002070272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097117,"threshold_uncertainty_score":0.6149437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241454154023541,"score_gpt":0.2624933688701558,"score_spread":0.2400788273299204,"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."}}