{"id":"W1874250894","doi":"10.1111/j.1399-0012.2009.01084.x","title":"Extracorporeal membrane oxygenation bridge to adult heart transplantation","year":2009,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Ventricular assist device; Transplantation; Cardiology; Cardiopulmonary resuscitation; Heart transplantation; Internal medicine; Resuscitation; Surgery; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005254142,0.0002359535,0.0003428238,0.0001339836,0.0000724733,0.00004521995,0.0001740415,0.0002402465,0.000108789],"category_scores_gemma":[0.00004454573,0.0002501111,0.0001783283,0.0003059735,0.00002296382,0.0003475609,0.00000164465,0.0002851231,0.0003310126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003551082,"about_ca_system_score_gemma":0.00002165388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006816967,"about_ca_topic_score_gemma":0.00004391231,"domain_scores_codex":[0.9978325,0.0001005713,0.0009677421,0.0004076147,0.0003689697,0.0003226258],"domain_scores_gemma":[0.9990523,0.0002224517,0.00005905925,0.0002432584,0.0001003732,0.0003224889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003874654,0.001987073,0.05541517,0.004579254,0.0006321856,0.001212142,0.007792564,0.08960809,0.4274468,0.03832281,0.007171808,0.3619575],"study_design_scores_gemma":[0.001967641,0.0004337377,0.9506411,0.0001787956,0.0002285359,0.0001249257,0.00002050425,0.01388282,0.02918828,0.001619861,0.001033828,0.0006799829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867887,0.00003318649,0.1074689,0.000588341,0.0007770094,0.0005661238,0.00009729448,0.000713111,0.00296732],"genre_scores_gemma":[0.9938608,0.0002396237,0.003395154,0.001689316,0.0002901195,0.00002390914,0.0004456555,0.00003378139,0.00002159923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8952259,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399737213543325,"score_gpt":0.3160579555728208,"score_spread":0.2760842342184884,"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."}}