{"id":"W4205215421","doi":"10.1111/trf.16803","title":"Rejuvenated and safe: Freeze‐dried plasma for the 21st century","year":2022,"lang":"en","type":"letter","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; Canadian Blood Services","funders":"","keywords":"Dried blood; Medicine; Intensive care medicine; Chemistry; Chromatography","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":[0.002917391,0.000648478,0.0007447206,0.0003993838,0.003254405,0.00334647,0.001235566,0.03630751,0.004449246],"category_scores_gemma":[0.01315407,0.0003655229,0.000705993,0.0003159919,0.003520279,0.003976107,0.00142369,0.02988514,0.002492346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940757,"about_ca_system_score_gemma":0.002680805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278446,"about_ca_topic_score_gemma":0.004775961,"domain_scores_codex":[0.9975988,0.0008796014,0.0002549248,0.0002358274,0.0008342625,0.0001964835],"domain_scores_gemma":[0.9960879,0.00240779,0.0003136343,0.000147957,0.0005244708,0.0005182753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008363213,0.000073426,0.0004330069,0.0001028886,0.00001746154,0.005854718,0.0004009159,0.00005654637,0.0005515139,0.009346877,0.964622,0.01845703],"study_design_scores_gemma":[0.00006041457,0.00006485612,0.0004477405,0.0002245556,0.00001347993,0.00455827,0.0003740258,0.0001681673,0.0002832275,0.01165412,0.9821267,0.00002450967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000616462,0.005873199,0.000171332,0.9649705,0.02372938,0.000008836922,0.00001045244,0.00001663015,0.004603179],"genre_scores_gemma":[0.007020626,0.005463132,0.0005377295,0.8956431,0.07414642,0.00002733308,0.00001295593,0.00002940426,0.01711932],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03630751,"threshold_uncertainty_score":0.02133679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245336072383428,"score_gpt":0.2626181667367137,"score_spread":0.2380845594983709,"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."}}