{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941037,0.0002151946,0.0002525959,0.0003156842,0.00002881546,0.00004083419,0.00006027629,0.000155467,0.0000300968],"category_scores_gemma":[0.000004643412,0.0002259592,0.00004931307,0.0003366243,0.000006930244,0.0004120069,0.000005602827,0.0001824738,0.00003374749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004360818,"about_ca_system_score_gemma":0.00001856723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002179434,"about_ca_topic_score_gemma":0.00002467621,"domain_scores_codex":[0.998677,0.00006544426,0.0004029177,0.0003258015,0.0002584264,0.0002704692],"domain_scores_gemma":[0.9995798,0.0001119096,0.00005827119,0.000111455,0.00002646667,0.0001120893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002991,0.00001990428,0.9973282,0.001116459,0.00001201983,0.00003146069,0.0002589218,0.0002400253,0.0000385999,0.00001282741,0.00000821736,0.000833104],"study_design_scores_gemma":[0.0007777044,0.00006091846,0.99791,0.00002215585,0.0003053883,0.000006502853,0.000007205471,0.0004243584,0.0001275876,0.00004893545,0.0000268199,0.000282401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965881,0.001778962,0.0003595111,0.000005309294,0.0004053785,0.0004347303,0.0002461206,0.00008639092,0.00009547571],"genre_scores_gemma":[0.9949747,0.004398747,0.0001122422,0.00002071115,0.0001355392,0.00005125819,0.0002709242,0.00003106745,0.000004828914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619785,"threshold_uncertainty_score":0.9214347,"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."}}