{"id":"W2997871376","doi":"10.1097/aln.0000000000003098","title":"Anticoagulation and Antithrombin in Veno-venous Extracorporeal Membrane Oxygenation","year":2020,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Antithrombin; Oxygenation; Extracorporeal; Antithrombins; Cardiology; Intensive care medicine; Anesthesia; Internal medicine; Heparin","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":[],"category_scores_codex":[0.0001147402,0.0002843371,0.0006029886,0.0001937016,0.00002834357,0.00002030787,0.0001643686,0.0008207014,0.00008757058],"category_scores_gemma":[0.00003117695,0.0003024508,0.00005129727,0.000158824,0.00005562364,0.00009279344,0.00002201964,0.0008725026,0.0000850954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004400807,"about_ca_system_score_gemma":0.00002411486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003714997,"about_ca_topic_score_gemma":0.00001434333,"domain_scores_codex":[0.9985829,0.0001149956,0.0004210664,0.0004063282,0.0001482115,0.0003264956],"domain_scores_gemma":[0.9994778,0.0001349471,0.0000893123,0.0002246123,0.00001946345,0.00005385366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001415507,0.0003588462,0.1303057,0.01208104,0.0008517031,0.06042041,0.002710922,0.00692516,0.06474396,0.002090084,0.679283,0.04008771],"study_design_scores_gemma":[0.001493088,0.001147333,0.350702,0.0003270344,0.0002649036,0.001451115,0.00004205517,0.03587375,0.002698308,0.01049215,0.5930316,0.002476544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635338,0.001098476,0.00009075157,0.03368163,0.0004177931,0.0004866352,0.00001209659,0.0003959606,0.0002828441],"genre_scores_gemma":[0.9261326,0.00008819589,0.0001942813,0.0723658,0.0006178307,0.0000234488,0.0004721053,0.00008955944,0.00001613765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2203964,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068605670520793,"score_gpt":0.2158497873122044,"score_spread":0.1951637306069964,"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."}}