{"id":"W3013540141","doi":"10.1016/j.thromres.2020.03.017","title":"TEG in pregnancy: Current challenges and future potential applications","year":2020,"lang":"en","type":"letter","venue":"Thrombosis Research","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; St. Lawrence College","funders":"","keywords":"Thromboelastography; Observational study; First trimester; Medicine; Pregnancy; Obstetrics; Gynecology; Gestation; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000453223,0.0003747786,0.0007334278,0.0007848899,0.0001755781,0.00007664489,0.0003709105,0.0006861404,0.000107919],"category_scores_gemma":[0.00009732044,0.0003524891,0.0001223137,0.0007267175,0.0003543549,0.0001148662,0.0002795444,0.005208618,0.0002190234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036763,"about_ca_system_score_gemma":0.0004019339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002686845,"about_ca_topic_score_gemma":0.00004119304,"domain_scores_codex":[0.9953909,0.0004943204,0.0004797896,0.001094345,0.001710808,0.0008298195],"domain_scores_gemma":[0.9982058,0.0002501933,0.0001037591,0.0007976699,0.0004151785,0.0002274318],"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":[0.00006284504,0.0002781689,0.0002131861,0.005581941,0.0001199815,0.0002718426,0.002131822,2.471163e-7,0.0005267895,0.0002945036,0.3375299,0.6529888],"study_design_scores_gemma":[0.001250851,0.0003058604,0.04410332,0.00160345,0.0001030499,0.00002076225,0.0006993716,0.00004116994,0.00008839531,0.001657145,0.9497539,0.0003726911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0008675024,0.08245137,0.00003150025,0.909771,0.0002976519,0.003176801,0.00009442861,0.0001251074,0.003184677],"genre_scores_gemma":[0.07110883,0.7939999,0.001989032,0.07656895,0.04330411,0.007647031,0.003852049,0.0007050721,0.0008250489],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.833202,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736860764008118,"score_gpt":0.4122380998882852,"score_spread":0.2385520234874735,"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."}}