{"id":"W2028204446","doi":"10.1016/j.jpedsurg.2004.01.022","title":"Survival rate in congenital diaphragmatic hernia: the experience of the canadian neonatal network","year":2004,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Survival rate; Neonatal intensive care unit; Survival analysis; Prospective cohort study; Pediatrics; Surgery; Fetus; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00193782,0.0001892021,0.0006520293,0.0002755014,0.0001567156,0.00002615696,0.0002752187,0.00009027692,0.00007053054],"category_scores_gemma":[0.002282302,0.0001061209,0.0003999021,0.001089606,0.0001990898,0.0001305357,0.00007110841,0.0005049063,0.0000112313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939409,"about_ca_system_score_gemma":0.002092218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009669217,"about_ca_topic_score_gemma":0.1021,"domain_scores_codex":[0.9974874,0.0002288433,0.00105934,0.0001248913,0.0006498134,0.0004497421],"domain_scores_gemma":[0.996976,0.001638258,0.0005778885,0.0002978063,0.0002820857,0.0002279935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009063231,0.00007185341,0.9911811,0.00006828646,0.0001650589,0.0005313958,0.00380035,0.0003848117,0.00002488365,0.00005109409,0.001988027,0.001642454],"study_design_scores_gemma":[0.0009621783,0.00004872569,0.9954199,0.000104664,0.0002676223,0.0001940201,0.00178853,0.00001567221,0.00004811683,0.000449849,0.0005524895,0.0001481843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909606,0.004246362,0.00001323463,0.00229028,0.001803824,0.0002490603,0.000007958789,0.000005152886,0.0004235442],"genre_scores_gemma":[0.9974663,0.0003781618,0.00004629008,0.0002708593,0.001748867,0.000008761462,6.897857e-7,0.00002018886,0.00005988845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09243075,"threshold_uncertainty_score":0.9969255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165273129838423,"score_gpt":0.2503001748159518,"score_spread":0.2286474435175676,"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."}}