{"id":"W2946756754","doi":"10.1111/petr.13477","title":"Renal injury and recovery in pediatric patients after ventricular assist device implantation and cardiac transplant","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal transplant; Ventricular assist device; Transplantation; Cardiology; Acute kidney injury; Internal medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005617847,0.000153819,0.0003688956,0.0005896467,0.0004295413,0.0004858224,0.0002572334,0.0002762029,0.001752254],"category_scores_gemma":[0.00213995,0.0001162637,0.0003591558,0.001001427,0.0003023565,0.0005208908,0.0004984864,0.000652232,0.0001686721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989233,"about_ca_system_score_gemma":0.0006194575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417197,"about_ca_topic_score_gemma":0.003887716,"domain_scores_codex":[0.999587,0.00008625198,0.00003978339,0.00008458969,0.00008189242,0.000120529],"domain_scores_gemma":[0.9983895,0.0001841011,0.0009960807,0.00004252703,0.000114596,0.0002732165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003357443,0.00001576906,0.9988837,0.000006013029,0.00001096797,0.0001046248,0.00002832486,0.00001946745,0.00003247369,0.00001282162,0.00007865332,0.0007736106],"study_design_scores_gemma":[0.000004071737,0.00008962641,0.9986248,0.000008339838,0.00001036054,0.0007914411,0.0001619088,0.00009038537,0.00004035366,0.00001937758,0.0001573375,0.00000198312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988775,0.0002791449,0.000077376,0.00007291061,0.000005710217,0.000006270269,0.0004001372,0.000003039843,0.0002778658],"genre_scores_gemma":[0.9991995,0.0001884305,0.00007236937,0.00003741783,0.00001243698,0.000007329575,0.0004186141,0.00000112567,0.00006286336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004417197,"threshold_uncertainty_score":0.008782983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003699141060072643,"score_gpt":0.1853740615841623,"score_spread":0.1816749205240897,"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."}}