{"id":"W3015593305","doi":"10.1161/circ.140.suppl_2.367","title":"Abstract 367: Ventricular Assist Device Association in Improving Outcomes in Patients Resuscitated From Out of Hospital Cardiac Arrest","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Impella; Intra-aortic balloon pump; Ventricular assist device; Internal medicine; Cardiology; Hospital discharge; Cardiogenic shock; Emergency medicine; Intra-Aortic Balloon Pumping; Heart failure; 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":[0.0009917605,0.0001412447,0.0001932515,0.000454752,0.0002462021,0.0004737374,0.0003039238,0.0002564802,0.003727697],"category_scores_gemma":[0.005094025,0.00006558035,0.0004747683,0.0007104523,0.0001572685,0.0002782497,0.0004842689,0.0005248334,0.0002614437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263312,"about_ca_system_score_gemma":0.0004733325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808894,"about_ca_topic_score_gemma":0.002987412,"domain_scores_codex":[0.999346,0.0002397626,0.00008335381,0.0001436543,0.0001254788,0.00006179761],"domain_scores_gemma":[0.9963477,0.000892717,0.002010411,0.0001490134,0.0002453523,0.0003548166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007660866,0.00001808581,0.9963356,0.00003464967,0.0001218429,0.00002178937,0.00002133522,0.00005241644,0.00007235807,0.00003480895,0.0003729998,0.002837508],"study_design_scores_gemma":[0.000009724489,0.00009315282,0.9989343,0.0000281715,0.00007368137,0.0001032192,0.00004837297,0.0002593421,0.00004413272,0.00004836079,0.0003550534,0.000002446778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945845,0.001430819,0.0002795002,0.0008725935,0.00004798344,0.00001256538,0.001503571,0.00001804058,0.001250316],"genre_scores_gemma":[0.9982111,0.0004635107,0.0002859577,0.0001106313,0.00007291821,0.00001158439,0.0006448377,0.000002803177,0.0001966225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003727697,"threshold_uncertainty_score":0.01247042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007001100324413282,"score_gpt":0.2389104224330212,"score_spread":0.2319093221086079,"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."}}