{"id":"W2771399028","doi":"10.1016/j.jtcvs.2017.09.020","title":"High-risk surgery as an alternative to heart transplant or ventricular assist device","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Ejection fraction; Ventricular assist device; Hibernating myocardium; Cardiology; Internal medicine; Revascularization; Population; Cohort; Intracardiac injection; Intensive care medicine; Surgery; Heart failure; Myocardial infarction","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":[0.0003908082,0.0005122689,0.0007215717,0.0006476534,0.001961567,0.001836749,0.0006964981,0.01396349,0.007562511],"category_scores_gemma":[0.00654449,0.0002723514,0.0008612165,0.0004667408,0.001064668,0.001408414,0.0006937254,0.0146664,0.00327803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621752,"about_ca_system_score_gemma":0.001183174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007037172,"about_ca_topic_score_gemma":0.001963212,"domain_scores_codex":[0.999468,0.0001176673,0.00007458703,0.0000794796,0.000119142,0.0001410631],"domain_scores_gemma":[0.9987036,0.0005125603,0.0001607939,0.00004233086,0.0001366981,0.0004439531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873614,0.0002722697,0.01887934,0.0002093284,0.00008297899,0.5897249,0.0004008819,0.0007063448,0.001316341,0.01202192,0.3390561,0.03714224],"study_design_scores_gemma":[0.0001779922,0.0002861231,0.009830242,0.0006192307,0.00009542933,0.723852,0.001110038,0.0028292,0.0009077699,0.02615901,0.2340342,0.00009875876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02762375,0.005530094,0.001322545,0.8899644,0.0327265,0.00005616559,0.0001622478,0.0001026286,0.04251168],"genre_scores_gemma":[0.2486619,0.009570985,0.003230077,0.4884939,0.2140541,0.0001171255,0.0002710322,0.0001398585,0.03546088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01396349,"threshold_uncertainty_score":0.02529913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608902626163402,"score_gpt":0.2936999092773508,"score_spread":0.2676108830157168,"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."}}