{"id":"W4240676718","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a2876","title":"Thrombotic Events in Extracorporeal Life Support (ECLS) Patients Treated with Tranexamic Acid (TXA) for Bleeding: A Retrospective Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tranexamic acid; Extracorporeal; Life support; Medicine; Retrospective cohort study; Surgery; Intensive care medicine; Blood loss","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003440388,0.0002301416,0.0003409727,0.0002559831,0.0001467264,0.000137941,0.000142092,0.00006938628,0.001194193],"category_scores_gemma":[0.0001533618,0.0001883693,0.00007011818,0.000838205,0.00002235171,0.001518897,0.00003595036,0.000160172,0.00005071637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004084722,"about_ca_system_score_gemma":0.00006869985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003232649,"about_ca_topic_score_gemma":0.002547976,"domain_scores_codex":[0.9983292,0.00002322821,0.0004041166,0.0005125518,0.0004374929,0.0002934671],"domain_scores_gemma":[0.9990595,0.00005122901,0.0002147941,0.0001834263,0.0004622797,0.00002875428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002914191,0.003157023,0.9936292,0.00005542915,0.0001359593,0.00002722392,0.0001817164,0.000006904706,0.0001105197,0.001636856,0.0002136921,0.0005540392],"study_design_scores_gemma":[0.008631947,0.0002384565,0.987597,0.00002738053,0.0002603043,0.000001858576,0.001697924,0.0003557797,0.0001339184,0.0003664813,0.000417019,0.0002718847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794865,0.000006941834,0.0002171953,0.0005624283,0.0001601757,0.001203197,0.000006341572,0.0001173261,0.01823995],"genre_scores_gemma":[0.9979907,0.000005161297,0.0001381015,0.0008713352,0.0001136249,0.0001164803,0.0001434426,0.00003760199,0.0005835666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01850424,"threshold_uncertainty_score":0.9997188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537216058460382,"score_gpt":0.2513979625529861,"score_spread":0.2260258019683823,"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."}}