{"id":"W3179453060","doi":"10.1111/jth.15462","title":"Physician experiences in management of COVID‐19‐associated coagulopathy in pregnancy: Communication from the ISTH SSC Subcommittee on Women's Health Issues in Thrombosis and Haemostasis","year":2021,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Lawrence College; McMaster University; Queen's University; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Medicine; Coagulopathy; Thrombosis; Dosing; Pregnancy; Low molecular weight heparin; Hemostasis; Population; Pediatrics; Internal medicine; Intensive care medicine","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":[0.006282249,0.0002241536,0.0003828583,0.0003814117,0.004690873,0.002484587,0.0007484094,0.005636911,0.004844485],"category_scores_gemma":[0.02823174,0.0004657109,0.0004338798,0.0005312906,0.001730398,0.002074811,0.003368018,0.006921921,0.0005019215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011699,"about_ca_system_score_gemma":0.008142659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393025,"about_ca_topic_score_gemma":0.02928325,"domain_scores_codex":[0.9913934,0.005713315,0.0004959779,0.0002070543,0.0008361216,0.001354],"domain_scores_gemma":[0.9820396,0.008416664,0.001715545,0.0001458231,0.001864023,0.005818239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000381771,0.0009386635,0.07943077,0.001162392,0.0001321342,0.04388003,0.2935082,0.0004702976,0.001582022,0.003202545,0.4717992,0.103512],"study_design_scores_gemma":[0.0001752695,0.0009169648,0.05854479,0.004533032,0.00008455906,0.03902456,0.4315735,0.0005404094,0.0004958207,0.001601979,0.462307,0.0002020672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1333242,0.01507957,0.0005634277,0.8228001,0.007119851,0.00007583314,0.0001075336,0.00003636099,0.02089312],"genre_scores_gemma":[0.6806253,0.0315807,0.001975256,0.2687742,0.007099852,0.0001282721,0.0001470669,0.00008921343,0.0095802],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01393025,"threshold_uncertainty_score":0.03322417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103089636673284,"score_gpt":0.3966520177081376,"score_spread":0.2935623810348537,"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."}}