{"id":"W2057565120","doi":"10.1016/j.mpaic.2010.12.009","title":"Anaesthesia for specialist surgery in infancy","year":2011,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Congenital lobar emphysema; Gastroschisis; Hypertrophic Pyloric Stenosis; Pyloric stenosis; Surgery; Diaphragmatic hernia; Inguinal hernia; Anesthesia; Hernia; Fistula; General surgery; Respiratory distress","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004209382,0.0004372651,0.001438018,0.0006494095,0.00008523418,0.000007353741,0.0001709987,0.0001703025,0.0002859694],"category_scores_gemma":[0.005487898,0.0003463193,0.0003097254,0.0005895295,0.0005084702,0.000101235,0.00004763887,0.0002732972,0.00007091034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169306,"about_ca_system_score_gemma":0.0002203035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212569,"about_ca_topic_score_gemma":0.0009920611,"domain_scores_codex":[0.9974388,0.00007799453,0.0008903656,0.0005523995,0.0004107827,0.0006296495],"domain_scores_gemma":[0.9955337,0.000293234,0.0002055313,0.0006065888,0.003080729,0.0002801995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040094,0.0001116797,0.6712615,0.0005915185,0.000239033,0.002351687,0.03107257,9.155501e-8,0.0001191734,0.001728458,0.05421034,0.2372739],"study_design_scores_gemma":[0.003431175,0.002034639,0.8693165,0.002169782,0.0005510426,0.0002536073,0.07326935,0.00002955436,0.000430988,0.0008485882,0.04701765,0.000647093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604396,0.009597948,0.0002098129,0.01173424,0.0005786613,0.001983684,0.00001479139,0.0001688484,0.01527238],"genre_scores_gemma":[0.9842414,0.0009087588,0.0006880718,0.013003,0.0004889922,0.0002346406,0.00008128172,0.00008397329,0.000269931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366268,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909285972665666,"score_gpt":0.2968338926922916,"score_spread":0.237741032965635,"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."}}