{"id":"W4225358694","doi":"10.1532/hsf.3861","title":"Early and Long-Term Outcomes after Direct Bridge-to-Transplantation with Extracorporeal Membrane Oxygenation","year":2021,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Term (time); Oxygenation; Intensive care medicine; Transplantation; Bridge to transplantation; Cardiology; Internal medicine; Heart transplantation","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":[0.0005633525,0.0001685078,0.0002475563,0.0002337586,0.0002653057,0.0004912236,0.0001724543,0.0003102447,0.001006021],"category_scores_gemma":[0.0019461,0.00006235718,0.0002306312,0.000215865,0.0002853419,0.0003531405,0.0004557866,0.0004309033,0.000116192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332401,"about_ca_system_score_gemma":0.0001945943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000277537,"about_ca_topic_score_gemma":0.0005616235,"domain_scores_codex":[0.9996985,0.00006278162,0.00003493663,0.00004941225,0.00005556216,0.00009886736],"domain_scores_gemma":[0.9978889,0.0003430153,0.0009346976,0.00006314708,0.0001123045,0.0006580196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004267422,0.00008353712,0.9956734,0.00001244226,0.00004323624,0.0003229213,0.00007507282,0.0000499822,0.000332184,0.0000182227,0.00007099994,0.002891432],"study_design_scores_gemma":[0.0000219675,0.0007206314,0.9971591,0.00001446499,0.00002593115,0.001539022,0.0001444457,0.0001149372,0.0001232008,0.00003303573,0.00009997746,0.000003302604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997248,0.0001206084,0.00001860463,0.00001313916,0.000003159765,0.000001528537,0.0000214293,4.806658e-7,0.00009618549],"genre_scores_gemma":[0.9998091,0.00003873356,0.00001558314,0.00001056876,0.00001198352,0.000001865462,0.00008609033,2.797888e-7,0.00002573068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006021,"threshold_uncertainty_score":0.003365457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821125967416596,"score_gpt":0.2293651176789471,"score_spread":0.2111538580047812,"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."}}