{"id":"W3092858060","doi":"10.1161/jaha.118.011890","title":"Survival After Heart Transplant Listing for Infants on Mechanical Circulatory Support","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Circulatory system; Ventricular assist device; Heart transplantation; Cardiology; Internal medicine; Heart failure; Heart disease; Cardiomyopathy; Listing (finance); Cardiac 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":[0.0005081022,0.0001769058,0.000259158,0.0007074424,0.0002762203,0.0004912213,0.0002947578,0.000304826,0.001430411],"category_scores_gemma":[0.002470592,0.0000767383,0.0004527688,0.000513539,0.0002382655,0.0004559296,0.000585391,0.0006576465,0.0001225977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026447,"about_ca_system_score_gemma":0.0003675289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286814,"about_ca_topic_score_gemma":0.004133707,"domain_scores_codex":[0.9995998,0.00005865408,0.00004465313,0.0000793732,0.00007142739,0.0001461394],"domain_scores_gemma":[0.9980839,0.0003196437,0.0009395992,0.00004725543,0.0001223335,0.0004872064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000762538,0.000009662683,0.9970064,0.00001282539,0.0000320575,0.0001641418,0.000049355,0.00007097016,0.00006199437,0.00003671333,0.0002079495,0.002271697],"study_design_scores_gemma":[0.000003787173,0.00008302124,0.9988237,0.00001753758,0.00001945069,0.0005519414,0.0001059863,0.0001306565,0.00004951802,0.00004046136,0.000170389,0.000003550696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998097,0.0006920514,0.00004447376,0.0001236968,0.00001503166,0.000002220048,0.0006812277,0.000004730761,0.0003396953],"genre_scores_gemma":[0.9986423,0.0002674685,0.00003341199,0.00002616263,0.00001747977,0.000003796674,0.0009507592,0.000001631329,0.00005696981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003286814,"threshold_uncertainty_score":0.006535351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091969292434469,"score_gpt":0.2513913784529102,"score_spread":0.2304716855285655,"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."}}