{"id":"W3122778026","doi":"10.1016/j.healun.2021.01.011","title":"Systemic ventricular assist device support in Fontan patients: A report by ACTION","year":2021,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Ventricular assist device; Cardiology; Internal medicine; Transplantation; Heart transplantation; Ventricle; Destination therapy; Heart failure; Fontan procedure; Interquartile range; Population; 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":[0.0003847525,0.0006144529,0.000299067,0.001071277,0.001314574,0.001158681,0.0005611604,0.001985678,0.001759898],"category_scores_gemma":[0.001797634,0.0003151646,0.0009674777,0.0005990358,0.0008720942,0.001013373,0.0007750028,0.00305495,0.0006884132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000552893,"about_ca_system_score_gemma":0.001209287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451065,"about_ca_topic_score_gemma":0.001985815,"domain_scores_codex":[0.9991896,0.00009132807,0.0001576576,0.0001215676,0.0002018605,0.0002380047],"domain_scores_gemma":[0.9987784,0.0002935085,0.0002037531,0.00007387883,0.0001613934,0.0004890344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002359833,0.0006657624,0.14348,0.0001239012,0.00009370864,0.7951964,0.003040307,0.0001392397,0.005371431,0.00108369,0.01270518,0.03786435],"study_design_scores_gemma":[0.00006325731,0.0006569964,0.1471108,0.0002272856,0.0001800477,0.8049675,0.00379733,0.0005262293,0.003540492,0.00054633,0.03826011,0.0001235589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436276,0.008825568,0.002462707,0.0195427,0.003150725,0.0001334743,0.0004176452,0.0001213552,0.02171814],"genre_scores_gemma":[0.9813448,0.004214211,0.0009252618,0.006215159,0.001804884,0.00005081491,0.0002952242,0.00006419246,0.005085489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001985678,"threshold_uncertainty_score":0.005887389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009537426350842489,"score_gpt":0.2370393096011376,"score_spread":0.2275018832502952,"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."}}