{"id":"W4407810247","doi":"10.1590/0100-6991e-20253801-en","title":"Surgical treatment of bronchopulmonary malformations in children: experience in a Brazilian center","year":2025,"lang":"en","type":"article","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pediatrics; Perioperative; Pneumonia; Cohort; Medical record; Mechanical ventilation; Prenatal diagnosis; Surgery; Incidence (geometry); Gestational age; Pregnancy; Fetus; Internal 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":[0.0001502911,0.0002463344,0.00072201,0.0004637458,0.00004829853,0.00003912612,0.000136544,0.0001062887,0.0001689229],"category_scores_gemma":[0.0001377975,0.0002204893,0.0001890667,0.0007873124,0.0001665555,0.0001167009,0.00006944282,0.000128017,0.00001682115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005065111,"about_ca_system_score_gemma":0.0001924357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420857,"about_ca_topic_score_gemma":0.0001161887,"domain_scores_codex":[0.9982078,0.0001061104,0.0007722316,0.0003181274,0.0002119799,0.0003837488],"domain_scores_gemma":[0.9991076,0.0002104347,0.000100433,0.0004211543,0.0000540429,0.0001063302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544865,0.0009685319,0.9791249,0.000190364,0.00007428038,0.0001349827,0.001674008,0.000006727863,0.0001206645,0.0007207574,0.0001243576,0.01670595],"study_design_scores_gemma":[0.003242069,0.0001518375,0.9876968,0.0007968755,0.00004712862,0.000144158,0.0007781181,0.0001697574,0.0001304436,0.00003437319,0.006652268,0.0001561236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871215,0.00532754,0.00001249815,0.0003510824,0.00003444464,0.001144575,0.00004305685,0.00003553372,0.005929782],"genre_scores_gemma":[0.9976773,0.001174065,0.0001589976,0.0001014447,0.00002941044,0.0002645366,0.00003403254,0.00001548987,0.0005446772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654983,"threshold_uncertainty_score":0.8991293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628770785725484,"score_gpt":0.3233800699506095,"score_spread":0.3070923620933547,"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."}}