{"id":"W3081919814","doi":"10.1097/ta.0000000000002938","title":"Hypercoagulability and coronavirus disease 2019–associated hypoxemic respiratory failure: Mechanisms and emerging management paradigms","year":2020,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Lakeridge Health; Toronto Public Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Disease; Intensive care medicine; Internal medicine; Virology; Infectious disease (medical specialty)","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":[0.001602344,0.0006490443,0.001852626,0.002828992,0.0003400178,0.001630713,0.00108296,0.001602937,0.003341932],"category_scores_gemma":[0.003375656,0.0002606679,0.0009826977,0.002507142,0.0005542699,0.001660327,0.0007592555,0.001498206,0.0007126338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012924,"about_ca_system_score_gemma":0.002743717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743278,"about_ca_topic_score_gemma":0.003126924,"domain_scores_codex":[0.9995711,0.0001209106,0.0001027499,0.00006381648,0.0001000994,0.00004127825],"domain_scores_gemma":[0.9979705,0.001271539,0.0003424959,0.00003121668,0.0003136935,0.00007047346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899819,0.00005639007,0.0006897548,0.09085381,0.000460412,0.0002273855,0.00013159,0.0002570855,0.0003899872,0.005117307,0.03191167,0.8697146],"study_design_scores_gemma":[0.0001040133,0.0002555448,0.00494273,0.1580213,0.002430723,0.003556679,0.0004626259,0.000333013,0.0004634936,0.00911775,0.82024,0.00007210247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003579071,0.9994838,0.0000145268,0.00028491,0.00007728759,0.000001401577,0.000005297928,0.000001199976,0.0000957181],"genre_scores_gemma":[0.0004845858,0.9991608,0.00003262943,0.0001349961,0.0001207794,0.000003637457,0.00001024584,3.072032e-7,0.00005197992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003341932,"threshold_uncertainty_score":0.01117992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08550049564327665,"score_gpt":0.4531606200013281,"score_spread":0.3676601243580515,"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."}}