{"id":"W4410371886","doi":"10.1002/ppul.71128","title":"Flexible Bronchoscopy in Neonates With Congenital Diaphragmatic Hernia","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Rheinische Friedrich-Wilhelms-Universität Bonn","keywords":"Medicine; Congenital diaphragmatic hernia; Bronchopulmonary dysplasia; Extracorporeal membrane oxygenation; Hypoxemia; Diaphragmatic breathing; Airway; Continuous positive airway pressure; Diaphragmatic hernia; Pneumothorax; Retrospective cohort study; Bronchoscopy; Surgery; Hernia; Pediatrics; Anesthesia; Gestational age","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007617652,0.0002727364,0.0003162363,0.0009543757,0.0003107636,0.0003420405,0.000289138,0.0005271834,0.001217342],"category_scores_gemma":[0.003747398,0.0001304986,0.0002598936,0.0006814844,0.0004334559,0.0003762012,0.0003911677,0.0004723028,0.0002069504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804504,"about_ca_system_score_gemma":0.0004473946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009774165,"about_ca_topic_score_gemma":0.001057474,"domain_scores_codex":[0.9994037,0.0001588257,0.0001103961,0.00008068386,0.0001463316,0.0001000281],"domain_scores_gemma":[0.998035,0.0006789349,0.000862796,0.000060644,0.0001060597,0.0002565495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0000637107,0.000008337696,0.9746293,0.0001005243,0.00001771825,0.01788116,0.00009196468,0.00002885686,0.0005517926,0.00003869434,0.0001645499,0.0064234],"study_design_scores_gemma":[0.000005907516,0.0002139479,0.8150287,0.0001901746,0.00003933283,0.1818463,0.0006311699,0.0001353801,0.0008237968,0.00007393418,0.001004803,0.000006616546],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872531,0.01090455,0.0003025639,0.0001757899,0.00003030674,0.0000183503,0.0001522406,0.00001188663,0.001151159],"genre_scores_gemma":[0.9973674,0.002129033,0.0002365258,0.00006372505,0.00002665378,0.000006767075,0.00009108888,0.000002493105,0.00007638552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217342,"threshold_uncertainty_score":0.004072368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688660843395586,"score_gpt":0.2644519966475997,"score_spread":0.2577633358042041,"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."}}