{"id":"W2117636013","doi":"10.1136/openhrt-2014-000157","title":"Trends in 30-day mortality rate and case mix for paediatric cardiac surgery in the UK between 2000 and 2010","year":2015,"lang":"en","type":"article","venue":"Open Heart","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Great Ormond Street Hospital Charity; National Institute for Health and Care Research","keywords":"Medicine; Tetralogy of Fallot; Ductus arteriosus; Mortality rate; Case mix index; Cardiac surgery; Pediatrics; Surgery; Cardiology; Heart disease","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":[0.00141543,0.0002754054,0.000490296,0.00317994,0.0001804392,0.0008386552,0.0007094287,0.0009167843,0.001750474],"category_scores_gemma":[0.007888961,0.0003566958,0.0006666794,0.002729732,0.0004075922,0.001210315,0.0009104694,0.0005851605,0.0004430898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596962,"about_ca_system_score_gemma":0.0006879902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976535,"about_ca_topic_score_gemma":0.0240025,"domain_scores_codex":[0.9973923,0.0003776552,0.0006418529,0.0005106311,0.0007112046,0.0003663704],"domain_scores_gemma":[0.9919509,0.0009004508,0.005257009,0.0001455307,0.001197941,0.0005481908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814721,0.00001902529,0.9928541,0.0001574171,0.00007917337,0.0001880182,0.0002399195,0.0001892797,0.0003208246,0.00006360484,0.0009340627,0.004773087],"study_design_scores_gemma":[0.000003798929,0.00005674129,0.9988561,0.00002958966,0.000007288739,0.0003675593,0.0001338972,0.0001400486,0.00004078905,0.000008850566,0.000350618,0.000004696316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911111,0.002520072,0.0001914556,0.0003798972,0.00002731647,0.00002329804,0.004712846,0.00002928975,0.001004708],"genre_scores_gemma":[0.9923994,0.001389426,0.0002643699,0.0001401896,0.00003779374,0.00004097736,0.005321825,0.000007806137,0.0003983275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976535,"threshold_uncertainty_score":0.03930062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074644016424438,"score_gpt":0.3685506242177745,"score_spread":0.2610862225753307,"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."}}