{"id":"W2904866420","doi":"10.21037/acs.2018.12.02","title":"Heparin-induced thrombocytopenia during extracorporeal life support: incidence, management and outcomes","year":2019,"lang":"en","type":"review","venue":"Annals of Cardiothoracic Surgery","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Heparin-induced thrombocytopenia; Life support; Extracorporeal; Incidence (geometry); Retrospective cohort study; Univariate analysis; Membrane oxygenator; Heparin; Surgery; Anesthesia; Internal medicine; Intensive care medicine; Multivariate analysis","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002103399,0.001397697,0.01267151,0.001477712,0.0001698684,0.0001196145,0.0004676431,0.0009777388,0.0002709262],"category_scores_gemma":[0.0004463267,0.001176639,0.003444904,0.0009962922,0.0002263662,0.0004424475,0.0006987422,0.0009663524,0.0003222103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132558,"about_ca_system_score_gemma":0.001257164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009834094,"about_ca_topic_score_gemma":0.000005292702,"domain_scores_codex":[0.9926792,0.0005251046,0.00281011,0.001539606,0.001221972,0.00122402],"domain_scores_gemma":[0.9939815,0.001160456,0.001520548,0.002120236,0.0003271687,0.0008900578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001630548,0.0003067137,0.0229221,0.09774537,0.009778038,0.001238621,0.0001076283,4.172166e-7,0.00003372882,0.0001849768,0.00298117,0.8645382],"study_design_scores_gemma":[0.001058575,0.0003361253,0.2094403,0.03819615,0.01412141,0.001482268,0.0001295486,0.000001764046,0.0005043981,0.00007421757,0.7317592,0.002896069],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08331604,0.9004306,0.000004683373,0.0001797015,0.001282498,0.002833796,0.0001210595,0.000190939,0.0116407],"genre_scores_gemma":[0.07920721,0.9179254,0.0001350555,0.000289139,0.0003220526,0.0001880495,0.0002117373,0.0002586523,0.001462701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8616421,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2285087379003425,"score_gpt":0.423276070176282,"score_spread":0.1947673322759395,"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."}}