{"id":"W2002051583","doi":"10.1053/jpsu.2001.20027","title":"Surfactant levels after reversible tracheal occlusion and prenatal steroids in experimental diaphragmatic hernia","year":2001,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université Laval; Montreal Children's Hospital; Centre hospitalier universitaire de Québec; Royal Victoria Hospital; McGill University Health Centre; Lawson Health Research Institute; Western University","funders":"Fonds de Recherche du Québec - Santé; Medical Research Council Canada; McGill University","keywords":"Congenital diaphragmatic hernia; Medicine; Lung; Bronchiole; Bronchoalveolar lavage; Fetus; Pulmonary surfactant; Pulmonary hypoplasia; Diaphragmatic hernia; Internal medicine; Andrology; Pathology; Endocrinology; Hernia; Surgery; Biology; Pregnancy","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":[0.0009859154,0.0002164787,0.0007333945,0.0006140434,0.00004608977,0.00002657687,0.00006395987,0.0001021892,0.000253723],"category_scores_gemma":[0.000406246,0.0001743669,0.0002142521,0.00040782,0.00004943767,0.0003210545,0.00008655266,0.000321714,0.00001507502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795499,"about_ca_system_score_gemma":0.000172605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002137604,"about_ca_topic_score_gemma":0.00001802513,"domain_scores_codex":[0.9978332,0.0001183839,0.0009655918,0.0001816545,0.0005654463,0.0003357381],"domain_scores_gemma":[0.9984658,0.0006951133,0.0003358219,0.0001491225,0.0001068689,0.000247309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007628846,0.0004154065,0.9858905,0.0002187575,0.00007939194,0.004108267,0.001575898,0.000001586569,0.001030157,4.987473e-7,0.001193269,0.004723384],"study_design_scores_gemma":[0.002116263,0.0002646905,0.9935859,0.0001955544,0.0002264224,0.001555567,0.001075522,0.00004939233,0.0004980377,0.00003816369,0.0001560513,0.0002383735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847139,0.0140499,0.00001486151,0.0003603309,0.0004213917,0.0001914362,0.000007452634,0.00001233831,0.0002283937],"genre_scores_gemma":[0.9972902,0.00131989,0.0002836223,0.0001210088,0.000833637,0.000005214665,0.000001375291,0.00002489769,0.0001201653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273001,"threshold_uncertainty_score":0.7110475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777302364480201,"score_gpt":0.2763754031884911,"score_spread":0.2486023795436891,"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."}}