{"id":"W4407743881","doi":"10.1016/j.surg.2025.109209","title":"Recurrence in congenital diaphragmatic hernia: A multicenter, postdischarge pilot study","year":2025,"lang":"en","type":"article","venue":"Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Multicenter study; Diaphragmatic hernia; Hernia; Diaphragmatic breathing; Surgery; General surgery; Internal medicine; Pathology; Pregnancy; Randomized controlled trial","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":[0.003022407,0.0008529327,0.001214269,0.0009661295,0.001244242,0.001101796,0.001053537,0.001136506,0.001892877],"category_scores_gemma":[0.006541431,0.0006018692,0.0008517859,0.001328097,0.001004466,0.001490881,0.0009561714,0.000938116,0.0004763907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506665,"about_ca_system_score_gemma":0.00105803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004898119,"about_ca_topic_score_gemma":0.004777731,"domain_scores_codex":[0.9973658,0.001624607,0.0002051203,0.0003396505,0.0001910576,0.00027377],"domain_scores_gemma":[0.9936474,0.001720917,0.001733475,0.0007589938,0.0006963889,0.001442818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008314975,0.002786961,0.9830897,0.00008581678,0.0003647166,0.0005172567,0.0009777651,0.00005402608,0.0009338036,0.00004155535,0.0002649761,0.002568488],"study_design_scores_gemma":[0.00152496,0.01368623,0.9806846,0.0000205276,0.0003071133,0.000878089,0.002143985,0.0001324348,0.0002355833,0.00002760397,0.0003299397,0.0000291252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995005,0.0001445437,0.00003036159,0.0000243178,0.00000478269,0.00004960505,0.0001353005,0.000001621619,0.0001089629],"genre_scores_gemma":[0.9989976,0.0001295678,0.0000985154,0.000070662,0.00002915447,0.0001009378,0.0004407766,0.000002875092,0.0001299811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004898119,"threshold_uncertainty_score":0.01598418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346645386363656,"score_gpt":0.3077163096597125,"score_spread":0.2730517710233469,"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."}}