{"id":"W4285587844","doi":"10.1111/petr.14363","title":"Ventricular assist device support following pediatric heart transplantation","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Ventricular assist device; Heart transplantation; Single Center; Transplantation; Cohort; Surgery; Cardiology; Heart disease; Implant; Heart failure; Internal medicine","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":[0.0006035055,0.0003324974,0.0005420294,0.0005659453,0.0008127816,0.0008760134,0.0004333414,0.0004637957,0.002304388],"category_scores_gemma":[0.002817651,0.0001126326,0.0003112556,0.0004885726,0.0006210832,0.0005599841,0.0006394961,0.001291467,0.0003143582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504332,"about_ca_system_score_gemma":0.0007030429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003232577,"about_ca_topic_score_gemma":0.0005845766,"domain_scores_codex":[0.9994728,0.00007673973,0.00006362832,0.00006903444,0.000150771,0.0001671364],"domain_scores_gemma":[0.997004,0.0008477991,0.001177352,0.00009710842,0.0001417623,0.000731982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140743,0.0001196143,0.9275569,0.00009836711,0.00003514154,0.05717377,0.0003371583,0.000227482,0.001288614,0.0002609744,0.0006013947,0.0121866],"study_design_scores_gemma":[0.00002763047,0.001402267,0.5377297,0.0001443858,0.00005033276,0.452768,0.001180287,0.0007006159,0.00312039,0.0003523607,0.002507973,0.00001604783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961863,0.001410236,0.0005152901,0.0001361844,0.00004055618,0.00001846939,0.0001137929,0.00001446682,0.001564669],"genre_scores_gemma":[0.9987638,0.0004795702,0.0002831694,0.00008575839,0.00006975546,0.00001262557,0.0001489332,0.000006045685,0.000150389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002304388,"threshold_uncertainty_score":0.007708907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087132479360534,"score_gpt":0.2200065778695817,"score_spread":0.2091352530759764,"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."}}