{"id":"W4391882696","doi":"10.1080/00325481.2024.2320080","title":"Plasma: indications, controversies, and opportunities","year":2024,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Fresh frozen plasma; Coagulopathy; Dosing; Intensive care medicine; Warfarin; Coagulation; Transfusion medicine; Coagulation testing; Blood product; Blood transfusion; Surgery; Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007737369,0.0009712555,0.00232047,0.006928473,0.001020217,0.004357439,0.001678454,0.004357866,0.004813605],"category_scores_gemma":[0.02132926,0.0005065203,0.001693218,0.00730405,0.002922922,0.006520282,0.001495151,0.003727477,0.001687458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812094,"about_ca_system_score_gemma":0.00491825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314835,"about_ca_topic_score_gemma":0.003524758,"domain_scores_codex":[0.9968634,0.0009890673,0.001042538,0.0002818753,0.000700044,0.000123173],"domain_scores_gemma":[0.9777946,0.01712832,0.002472684,0.000260633,0.001923602,0.0004201086],"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":[0.0005482469,0.00007350709,0.001617623,0.1028798,0.0004128632,0.001337594,0.000726108,0.0002692351,0.0006747915,0.01755064,0.07785215,0.7960574],"study_design_scores_gemma":[0.0001604529,0.000264176,0.003845196,0.1920734,0.001454929,0.008391809,0.002985986,0.0003064934,0.0005047827,0.02966563,0.7602286,0.0001185616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001272485,0.9917048,0.00005766072,0.00706059,0.0005513041,0.000003212694,0.00001653295,0.000004317475,0.0004743616],"genre_scores_gemma":[0.002841395,0.9875972,0.0003511066,0.00619617,0.002794512,0.00002308513,0.00002819592,0.000006645,0.0001617425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007737369,"threshold_uncertainty_score":0.0409196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794456288292097,"score_gpt":0.3128601681099883,"score_spread":0.2449156052270674,"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."}}