{"id":"W4360620737","doi":"10.33137/utmj.v100i1.39018","title":"A coagulopathic conundrum of COVID-19","year":2023,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Intensive care unit; Disseminated intravascular coagulation; Coronavirus disease 2019 (COVID-19); Differential diagnosis; Fibrinogen; Cryoprecipitate; Intubation; Internal medicine; Intensive care medicine; Anesthesia; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322986,0.001606352,0.0008158272,0.001983314,0.001261922,0.001220812,0.0006673501,0.002871141,0.003103393],"category_scores_gemma":[0.003044593,0.0005487224,0.0005112304,0.001218439,0.001207067,0.001359265,0.0009784778,0.002299884,0.0007875444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000757481,"about_ca_system_score_gemma":0.0003942028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353304,"about_ca_topic_score_gemma":0.001023139,"domain_scores_codex":[0.9994795,0.0000920342,0.0000626626,0.0001103307,0.00009278966,0.0001627466],"domain_scores_gemma":[0.9987634,0.0003805951,0.0003639928,0.0001124627,0.0001182697,0.0002612831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006156678,0.00001721882,0.006283945,0.0000390778,0.000007198019,0.9902391,0.00009330866,0.00004231354,0.0007895145,0.000377107,0.000530151,0.00151953],"study_design_scores_gemma":[0.00001370302,0.00004102609,0.002629816,0.00002718142,0.00001002125,0.9949421,0.00007527116,0.000179851,0.0003686924,0.0003101371,0.001396927,0.000005168412],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750485,0.04080567,0.009565726,0.01299771,0.001130446,0.0003397133,0.0003726457,0.0007188972,0.05902058],"genre_scores_gemma":[0.9900901,0.003765631,0.00111913,0.00185789,0.0009447252,0.00001811514,0.00009419992,0.00003163932,0.002078613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103393,"threshold_uncertainty_score":0.01038194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316963157185654,"score_gpt":0.3976963099808857,"score_spread":0.3445266784090292,"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."}}