{"id":"W2980424228","doi":"10.1111/chd.12851","title":"Impact of durable ventricular assist devices on post‐transplant outcomes in adults with congenital heart disease","year":2019,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart disease; Intensive care medicine","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":[0.001018839,0.0001261524,0.0002321479,0.000440693,0.0002062443,0.0006176764,0.0001884822,0.0002698425,0.001799959],"category_scores_gemma":[0.005364049,0.00004977426,0.0004240216,0.0004140478,0.0002955285,0.0004565842,0.000459577,0.0005550655,0.000118099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741568,"about_ca_system_score_gemma":0.0002570616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000461226,"about_ca_topic_score_gemma":0.0008535469,"domain_scores_codex":[0.9993615,0.0001779401,0.0001127298,0.00009419042,0.0001489983,0.0001047378],"domain_scores_gemma":[0.9942375,0.001912216,0.002883867,0.0001662882,0.0002784222,0.0005216471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004734583,0.00007440724,0.990526,0.00005378087,0.0001067644,0.00009346003,0.00004438498,0.0001051148,0.0001216519,0.00006027285,0.0001681254,0.00817256],"study_design_scores_gemma":[0.00002628794,0.0008342236,0.9977546,0.00004881885,0.0001061236,0.0004948024,0.0001079949,0.0001671999,0.0001532988,0.00005812539,0.000243298,0.000005117555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977509,0.00115694,0.00005978622,0.0001008974,0.000013486,0.00000460513,0.0002916054,0.000001939834,0.0006198813],"genre_scores_gemma":[0.9993894,0.0002521203,0.00003257284,0.00002815516,0.00002313695,0.000003951993,0.0002333225,7.743957e-7,0.00003661571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001799959,"threshold_uncertainty_score":0.0060215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007217718771290114,"score_gpt":0.2280498227638751,"score_spread":0.220832103992585,"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."}}