{"id":"W3093669150","doi":"10.1111/trf.16076","title":"Viscoelastic testing in pediatric patients","year":2020,"lang":"en","type":"review","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Coagulation testing; Viscoelasticity; Hemostasis; Blood product; Blood transfusion; Blood management; Intensive care medicine; Surgery; Emergency medicine; Coagulation; 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"],"consensus_categories":[],"category_scores_codex":[0.0001757072,0.0004471746,0.001478561,0.0005117663,0.00005635621,0.0000194557,0.0001446964,0.0003350831,0.00004301771],"category_scores_gemma":[0.0006272566,0.0003817043,0.0002815043,0.001686193,0.0000220055,0.0000788957,0.00003042395,0.0007815377,0.0002604252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619003,"about_ca_system_score_gemma":0.0004237067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002265073,"about_ca_topic_score_gemma":0.0000284662,"domain_scores_codex":[0.9974578,0.0001474405,0.0009061812,0.0006278518,0.000514245,0.0003464494],"domain_scores_gemma":[0.9988056,0.0004145751,0.0002046814,0.0002666113,0.0001046564,0.0002038347],"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":[0.00003302802,0.0001828058,0.003941284,0.02638861,0.00001247539,0.00008582024,0.000179038,9.393367e-7,0.000001340168,0.000002594153,0.00004369517,0.9691284],"study_design_scores_gemma":[0.007322859,0.002117575,0.07909661,0.059911,0.006796793,0.0000771688,0.00005026919,0.0001778257,0.00000394092,0.00003972063,0.8427302,0.001676023],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002648251,0.9927562,0.0001459645,0.00005097994,0.0004598469,0.002343154,0.00003532617,0.0001593021,0.001400949],"genre_scores_gemma":[0.001416787,0.9969326,0.0007121781,0.00003906301,0.0003750102,0.00008693213,0.0003030377,0.0001092704,0.00002508907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674523,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628162454480967,"score_gpt":0.3258728643002705,"score_spread":0.2630566188521738,"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."}}