{"id":"W4378744975","doi":"10.1308/rcsann.2023.0004","title":"Myocardial protection in paediatric cardiac surgery: building an evidence-based strategy","year":2023,"lang":"en","type":"article","venue":"Annals of The Royal College of Surgeons of England","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; British Heart Foundation; Hospital for Sick Children; Great Ormond Street Hospital for Children; University of Warwick; University Hospital Southampton NHS Foundation Trust","keywords":"Medicine; Troponin; Clinical trial; Cardiac surgery; Ischemia; Cardiology; Troponin I; Myocardial ischemia; Internal medicine; Intensive care medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02817183,0.001094724,0.001809073,0.002431983,0.0007727532,0.005700486,0.00271154,0.005783541,0.003870654],"category_scores_gemma":[0.04787257,0.0005780063,0.001525499,0.001231446,0.002948681,0.00803161,0.004829972,0.01703762,0.002152968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526055,"about_ca_system_score_gemma":0.008519295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213933,"about_ca_topic_score_gemma":0.00230739,"domain_scores_codex":[0.9883237,0.006321965,0.001821414,0.0005855117,0.002528417,0.0004190015],"domain_scores_gemma":[0.9527608,0.03249366,0.003450884,0.001085937,0.007180866,0.003027975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126837,0.0002480711,0.0007554383,0.02070391,0.0006784986,0.0005249963,0.0005919965,0.0008070602,0.0006805421,0.02150371,0.2615259,0.6916671],"study_design_scores_gemma":[0.0002465909,0.0005377713,0.001289573,0.05260906,0.0006987444,0.0005892897,0.0005091681,0.0005221489,0.0004174658,0.03271972,0.9097825,0.00007797767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005968163,0.5871892,0.004544009,0.3673979,0.03352205,0.0001734759,0.00007699303,0.0001042406,0.006395416],"genre_scores_gemma":[0.01322379,0.7921787,0.02611206,0.1184886,0.04631745,0.0003163871,0.0001436957,0.0000629737,0.00315652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02817183,"threshold_uncertainty_score":0.1489886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064251366812851,"score_gpt":0.3006028642180128,"score_spread":0.2363514974051618,"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."}}