{"id":"W4402188439","doi":"10.1016/j.xjon.2024.08.014","title":"Fifteen-year experience of direct bridge with venoarterial extracorporeal membrane oxygenation to heart transplantation","year":2024,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Extracorporeal membrane oxygenation; Medicine; Oxygenation; Transplantation; Retrospective cohort study; Surgery; Extracorporeal; Heart transplantation; Anesthesia","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":[0.0007700341,0.0001786388,0.0002290075,0.0003987631,0.0004174582,0.0006867464,0.0002940051,0.0003211832,0.001249837],"category_scores_gemma":[0.002392903,0.00008112484,0.0003773973,0.0003633848,0.000327908,0.0003372629,0.0008389577,0.0003692373,0.0002169384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008223,"about_ca_system_score_gemma":0.0003434317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005939478,"about_ca_topic_score_gemma":0.0009614863,"domain_scores_codex":[0.9993271,0.0001370409,0.00008000586,0.0001135461,0.0001211418,0.0002212052],"domain_scores_gemma":[0.9985947,0.0001688362,0.000652711,0.00006319921,0.00008757923,0.0004329869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008983036,0.0001185305,0.9910221,0.00001548362,0.00005180018,0.0009803803,0.0002897028,0.00009521624,0.000403818,0.00004217048,0.0001083292,0.006782744],"study_design_scores_gemma":[0.00002067967,0.001541969,0.9824709,0.0000486774,0.00005553766,0.01260603,0.001006253,0.0002555688,0.0004250116,0.00008178313,0.001474998,0.00001245177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992392,0.000327576,0.00005646653,0.00002758802,0.000007796815,0.000003433147,0.00002310847,0.00000134322,0.0003135228],"genre_scores_gemma":[0.9995114,0.0001817831,0.00003861015,0.00003772632,0.00002174142,0.000003233192,0.0001022469,8.881556e-7,0.0001024696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249837,"threshold_uncertainty_score":0.004181147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160170687506133,"score_gpt":0.2699996878031889,"score_spread":0.2483979809281276,"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."}}