{"id":"W3217594287","doi":"10.1161/circ.144.suppl_1.11384","title":"Abstract 11384: Discharge and De-Escalation After VAD Implant in Children with Dilated Cardiomyopathy: A Multi-Center Quality Improvement Initiative","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Dilated cardiomyopathy; Atlanta; Cardiomyopathy; Implant; Heart disease; Gerontology; Cardiology; Library science; Internal medicine; Pediatrics; Heart failure; Surgery; Pathology","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":[0.01785979,0.0003932727,0.0004507882,0.0009845579,0.0008767666,0.001537678,0.001160596,0.0005407327,0.001023803],"category_scores_gemma":[0.01761473,0.0002182183,0.0009404353,0.001537594,0.0007157926,0.0009429848,0.003354265,0.001206751,0.000132674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458473,"about_ca_system_score_gemma":0.01060883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005442392,"about_ca_topic_score_gemma":0.009284486,"domain_scores_codex":[0.9909594,0.004906977,0.0011438,0.000580872,0.001460644,0.0009482678],"domain_scores_gemma":[0.9733337,0.003786232,0.01105075,0.0007942734,0.00272023,0.008314865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005926561,0.001522762,0.9354171,0.0003446861,0.0002041535,0.00009366237,0.000895743,0.0004223697,0.0004433253,0.0002256509,0.00494816,0.05488979],"study_design_scores_gemma":[0.0003964984,0.001828353,0.9939819,0.0002539979,0.00006545266,0.00007279189,0.0006933191,0.0006254772,0.0002176265,0.00005416403,0.001797363,0.00001300895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848851,0.001560213,0.001189141,0.006564221,0.000120901,0.001084749,0.001816985,0.00009779178,0.002680856],"genre_scores_gemma":[0.984807,0.00109243,0.008348479,0.001191711,0.0001654739,0.001261248,0.002815024,0.00001527493,0.0003032788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785979,"threshold_uncertainty_score":0.09445274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726075923292022,"score_gpt":0.2438586968513723,"score_spread":0.2265979376184521,"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."}}