{"id":"W3216156322","doi":"10.1161/circ.144.suppl_1.12400","title":"Abstract 12400: Trends in Bivalirudin Resource Utilization Among Young Pediatric Ventricular Assist Device Recipients","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Bivalirudin; Ventricular assist device; Intensive care medicine; Resource (disambiguation); Cardiology; Internal medicine; Heart failure; Percutaneous coronary intervention; Myocardial infarction","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":[0.000441603,0.0001041221,0.0001433935,0.00106974,0.0001209077,0.0004270102,0.0002558366,0.0002626182,0.00191066],"category_scores_gemma":[0.001425608,0.00009768223,0.0002177001,0.00139869,0.0001196802,0.0004223222,0.000232306,0.0003611338,0.0003422062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678968,"about_ca_system_score_gemma":0.0003524163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008844353,"about_ca_topic_score_gemma":0.008828663,"domain_scores_codex":[0.9997419,0.00003179262,0.00003815977,0.00006661939,0.00007100339,0.0000505313],"domain_scores_gemma":[0.9984514,0.0002336142,0.0009231236,0.00002897053,0.0001829496,0.0001799124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001816833,0.000006959638,0.9976228,0.00000937358,0.00001331501,0.00002677547,0.00002761877,0.00003960359,0.00009751094,0.00002612386,0.0004468717,0.001664801],"study_design_scores_gemma":[9.806093e-7,0.00001635189,0.9994251,0.00000750311,0.000003718534,0.00009516028,0.00005371113,0.0001018668,0.00004113626,0.000005602676,0.0002480839,8.558069e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937717,0.0005337257,0.0001160423,0.0001580663,0.000005640401,0.000004612662,0.004627244,0.00001200185,0.0007708151],"genre_scores_gemma":[0.9940963,0.0006087933,0.0001651738,0.00006880926,0.00001673879,0.00001364242,0.004738605,0.000004705893,0.000287222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008844353,"threshold_uncertainty_score":0.01758575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398762704359697,"score_gpt":0.322183295094307,"score_spread":0.2481956680507101,"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."}}