{"id":"W2903710702","doi":"10.1002/rth2.12172","title":"Prehospital fresh frozen plasma: Universal life saver or treatment in search of a target population?","year":2018,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fresh frozen plasma; Medicine; Population; Scopus; Hemorrhagic shock; Emergency medicine; Medical emergency; Resuscitation; Intensive care medicine; Internal medicine; MEDLINE; Platelet","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":[0.01194043,0.0004012469,0.003851939,0.001081863,0.000393627,0.003111841,0.001155752,0.002390129,0.009414048],"category_scores_gemma":[0.02780383,0.0002459433,0.001270709,0.00142108,0.001871724,0.00572067,0.001697262,0.004970679,0.001652159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065657,"about_ca_system_score_gemma":0.002602293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001771,"about_ca_topic_score_gemma":0.002214944,"domain_scores_codex":[0.9954684,0.002790619,0.0005823673,0.0004539882,0.0005189781,0.0001858072],"domain_scores_gemma":[0.9783024,0.01686879,0.001921149,0.0007555989,0.001443753,0.0007083696],"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":[0.005230965,0.000289064,0.002636518,0.0251647,0.0015252,0.0002010646,0.0004246123,0.000588942,0.0007954292,0.04417983,0.1071187,0.8118449],"study_design_scores_gemma":[0.007019454,0.003443931,0.007477466,0.06727599,0.004639819,0.001707033,0.001991527,0.002641066,0.002390416,0.1561931,0.7449402,0.0002800371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.007386234,0.6547859,0.004685422,0.3145848,0.01060881,0.0001350847,0.0004478286,0.00007071062,0.007295188],"genre_scores_gemma":[0.1517608,0.6247658,0.01408412,0.1742211,0.02904835,0.000683843,0.0006083118,0.0001941515,0.004633527],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01194043,"threshold_uncertainty_score":0.06314778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665583163531655,"score_gpt":0.4418034651756787,"score_spread":0.2752451488225133,"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."}}