{"id":"W3097966992","doi":"10.1016/j.jtcvs.2020.10.145","title":"Factors associated with unplanned reinterventions and their relation to early mortality after pediatric cardiac surgery","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Medical Research Council; Great Ormond Street Hospital for Children; American Association for Thoracic Surgery; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University College London","keywords":"Medicine; Cardiac surgery; Surgery","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":[0.0005928178,0.0003678807,0.000305895,0.0007798147,0.0004120664,0.0008546493,0.0004644835,0.0007271494,0.002336632],"category_scores_gemma":[0.005869572,0.0002929229,0.001010051,0.001049216,0.0003708443,0.0006060812,0.0005248054,0.001967494,0.0001833474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159323,"about_ca_system_score_gemma":0.001140424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245405,"about_ca_topic_score_gemma":0.005704806,"domain_scores_codex":[0.9992844,0.0001269373,0.0001282635,0.00008912339,0.0001144447,0.0002567619],"domain_scores_gemma":[0.9930518,0.001857715,0.003422681,0.0002555265,0.0003317241,0.00108066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005190281,0.00004463668,0.9987096,0.000007412818,0.00003410937,0.0001589299,0.00003410267,0.00006706239,0.00004369509,0.00002626905,0.0000479586,0.0007744201],"study_design_scores_gemma":[0.000001917512,0.00008469071,0.9986804,0.00001618379,0.00003258013,0.0004705888,0.0002705581,0.0002315542,0.00006036081,0.00003625946,0.0001095911,0.000005176998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983591,0.0006465385,0.00008844539,0.0001209611,0.00001988309,0.000003951068,0.000200104,0.000004614565,0.0005562367],"genre_scores_gemma":[0.9992106,0.0002909781,0.0001094669,0.0000260866,0.00003012916,0.000005019122,0.0001963478,0.000002924224,0.0001284334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004245405,"threshold_uncertainty_score":0.008441389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505784614411835,"score_gpt":0.2722107560214414,"score_spread":0.2271529098773231,"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."}}