{"id":"W2781608064","doi":"10.1097/ccm.0000000000002948","title":"Contemporary Risk Factors and Outcomes of Transfusion-Associated Circulatory Overload*","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Circulatory system; Intensive care medicine; Blood transfusion; Transfusion-related acute lung injury; Risk factor; Intensive care; Pulmonary edema; Surgery; Internal medicine; Lung","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":[0.000518361,0.0001489333,0.0001507316,0.0005736738,0.0002164101,0.0004679028,0.0002368246,0.0002808604,0.000675275],"category_scores_gemma":[0.002836527,0.0001097042,0.0001658574,0.0006854721,0.0002928126,0.0003717167,0.0003067556,0.0003480892,0.00004978693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192561,"about_ca_system_score_gemma":0.0002658346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009259727,"about_ca_topic_score_gemma":0.001026672,"domain_scores_codex":[0.9996703,0.00008617496,0.00005079511,0.00005963504,0.0000780409,0.00005516929],"domain_scores_gemma":[0.9972862,0.0003303936,0.001920554,0.00009277837,0.0001342762,0.0002358448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003727412,0.0000126071,0.9991764,0.000004679622,0.00001429941,0.00006241211,0.00002061126,0.00002733164,0.0000755304,0.00001713855,0.00003161028,0.0005201369],"study_design_scores_gemma":[0.000004011733,0.00005179825,0.99893,0.000007488531,0.00001564402,0.0005560571,0.00005861081,0.000209865,0.00006208597,0.00004168538,0.00006033204,0.000002445142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991583,0.0004450772,0.00008814798,0.00004281649,0.000003582008,0.000003339849,0.00007216026,0.000002717092,0.0001838476],"genre_scores_gemma":[0.9997448,0.00009126691,0.000041334,0.00000848823,0.00001360934,0.000002032923,0.0000844027,4.933299e-7,0.00001357974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009259727,"threshold_uncertainty_score":0.002741396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200657853895629,"score_gpt":0.3178758924939726,"score_spread":0.2958693139550163,"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."}}