{"id":"W4285084849","doi":"10.1007/s00134-022-06805-y","title":"Bleeding and clotting while supported with ECMO: time to move forward","year":2022,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Activated clotting time; Intensive care medicine; Medical emergency; Anesthesia; Cardiopulmonary bypass","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":[0.003125071,0.0008315758,0.001298558,0.0006899426,0.005192217,0.007202839,0.001569865,0.07210018,0.006408088],"category_scores_gemma":[0.0196472,0.0006399393,0.001371606,0.0006386276,0.003385123,0.006664753,0.002177917,0.05966226,0.004049881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389923,"about_ca_system_score_gemma":0.006853624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006286028,"about_ca_topic_score_gemma":0.01379485,"domain_scores_codex":[0.9963834,0.001161369,0.000476363,0.0004294764,0.0009760538,0.0005733057],"domain_scores_gemma":[0.9901062,0.004899037,0.0006603191,0.000264316,0.001479827,0.00259032],"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":[0.00008724548,0.000100283,0.00143416,0.00008474012,0.00002706938,0.01285413,0.0003203871,0.00009956622,0.0003039926,0.004870324,0.966713,0.01310519],"study_design_scores_gemma":[0.0002430178,0.0001619688,0.002791147,0.001057657,0.00006755818,0.01990573,0.003067219,0.001096056,0.0001780637,0.03116864,0.940118,0.0001449076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003734468,0.001235548,0.0000834815,0.9876034,0.008341689,0.000006437678,0.00001347625,0.00001001261,0.002332644],"genre_scores_gemma":[0.005489526,0.002076974,0.00047362,0.93144,0.05457371,0.00002602837,0.00002089797,0.0000219612,0.005877246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07210018,"threshold_uncertainty_score":0.03910685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133295180227374,"score_gpt":0.2221453193720653,"score_spread":0.2088158013493279,"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."}}