{"id":"W3095258628","doi":"10.1182/blood-2020-138699","title":"Association between ROTEM Hypercoagulable Profile and Outcome in a Cohort of Severely Ill COVID-19 Patients Under Mechanical Ventilation","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Toronto General Hospital; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Thromboelastometry; Pulmonary embolism; Mechanical ventilation; Population; Thrombosis; Exact test; Dialysis; Internal medicine; Anesthesia; Coagulopathy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002889255,0.0002391064,0.0003433848,0.0005368679,0.0005850468,0.0006821608,0.0002487255,0.0004377367,0.001971916],"category_scores_gemma":[0.001330576,0.0001708042,0.0002869777,0.0005099757,0.0003619845,0.0004887414,0.0006101499,0.0006504637,0.0002243421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651344,"about_ca_system_score_gemma":0.0003454947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115405,"about_ca_topic_score_gemma":0.002099526,"domain_scores_codex":[0.9997863,0.00002708328,0.00002631167,0.00005320053,0.00003872943,0.00006839036],"domain_scores_gemma":[0.9988294,0.0001281781,0.0005139377,0.00005147538,0.0001003138,0.0003767745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006346635,0.00001761642,0.9994197,0.000002259569,0.000007095842,0.0001135021,0.00002259398,0.00001165779,0.0001274494,0.000004328192,0.00002384343,0.0001864553],"study_design_scores_gemma":[0.000006177937,0.0001770743,0.9988437,0.00000424716,0.000006766765,0.0006293877,0.0001546002,0.00008379137,0.00003340306,0.00001024374,0.00004851526,0.000002270583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996135,0.00004892981,0.00001722912,0.00002118203,0.000002205554,0.000005497202,0.00009688436,0.000001031906,0.0001935769],"genre_scores_gemma":[0.9996705,0.00003025171,0.00002586113,0.00002130834,0.000008499588,0.000005726186,0.00019325,6.250642e-7,0.00004397671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115405,"threshold_uncertainty_score":0.006596744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08116799495989538,"score_gpt":0.3884281794434416,"score_spread":0.3072601844835462,"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."}}