{"id":"W4396890469","doi":"10.3390/life14050619","title":"Dried Plasma for Major Trauma: Past, Present, and Future","year":2024,"lang":"en","type":"article","venue":"Life","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Defence Research and Development Canada","funders":"","keywords":"Context (archaeology); Medicine; Intensive care medicine; Fresh frozen plasma; Blood transfusion; Surgery; Internal medicine; Biology","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":[0.0019154,0.0004408743,0.0005721671,0.001274296,0.0002755449,0.001232463,0.0004958804,0.001298848,0.002895023],"category_scores_gemma":[0.001434875,0.0001636175,0.0004427537,0.001174159,0.0008434774,0.002562584,0.0005840787,0.001612202,0.001000228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591128,"about_ca_system_score_gemma":0.0009395012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003728289,"about_ca_topic_score_gemma":0.001033567,"domain_scores_codex":[0.9995928,0.0001251161,0.00007486546,0.00006094929,0.0001166416,0.00002966089],"domain_scores_gemma":[0.9988676,0.0005783979,0.0001845985,0.00004621437,0.0002250759,0.0000981927],"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":[0.0002310251,0.0001258862,0.0004647565,0.007559075,0.00006216001,0.0003097812,0.0001842707,0.0002033593,0.003354858,0.007711547,0.01985642,0.9599369],"study_design_scores_gemma":[0.00006021905,0.001172253,0.00275197,0.006169683,0.0001936373,0.005314838,0.0004560827,0.0003488971,0.001866436,0.009392029,0.9722123,0.00006165134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004890536,0.9952226,0.0003370093,0.002473195,0.000377731,0.000004392949,0.00001057786,0.00001468087,0.001070721],"genre_scores_gemma":[0.004676219,0.9904389,0.001143154,0.001395949,0.001475763,0.0000115409,0.00002879302,0.000008745364,0.0008210027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002895023,"threshold_uncertainty_score":0.01012969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179373777050636,"score_gpt":0.2941664722972322,"score_spread":0.2723727345267258,"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."}}