{"id":"W4234563675","doi":"10.1213/ane.0000000000004709","title":"In Response","year":2020,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Perioperative; Cardiopulmonary bypass; Intensive care medicine; Cardiac surgery; Hemostasis; Extracorporeal; Life support; Heparin; Clinical Practice; Anesthesia; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003680591,0.001097486,0.001021422,0.0007639494,0.002328305,0.00526418,0.00288064,0.0155685,0.264985],"category_scores_gemma":[0.03805146,0.0004526719,0.001147633,0.0004531907,0.00137103,0.003643549,0.003244427,0.01637007,0.1664428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609232,"about_ca_system_score_gemma":0.003874104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794174,"about_ca_topic_score_gemma":0.002930894,"domain_scores_codex":[0.9958822,0.0008883973,0.0003382181,0.0007415896,0.00139845,0.0007511016],"domain_scores_gemma":[0.9862367,0.003425558,0.0008571885,0.0006099904,0.006023324,0.002847323],"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":[0.00001308737,0.000004713571,0.00004146648,0.0000321276,0.000001446574,0.00004032483,0.00001369684,0.000004354081,0.0000157822,0.0003206572,0.9958141,0.003698372],"study_design_scores_gemma":[0.00001665409,0.00001373977,0.0001506057,0.0001189312,0.000002982136,0.000128113,0.00007678914,0.00001886539,0.00004183215,0.0004478132,0.9989754,0.000008215829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002586175,0.002682526,0.0003423785,0.6733263,0.2910507,0.0001031658,0.001505557,0.0005481059,0.03018266],"genre_scores_gemma":[0.002397758,0.001970516,0.0003395793,0.8038158,0.07440688,0.0001949265,0.0007959487,0.0002285773,0.11585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.735015,"threshold_uncertainty_score":0.8864631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529089199639292,"score_gpt":0.2193413603471187,"score_spread":0.2040504683507258,"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."}}