{"id":"W4387572137","doi":"10.1111/trf.344_17554","title":"P‐TS‐7 | An Evaluation of Plasma Transfusion Practices: A 10‐Year Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Blood product; Context (archaeology); Retrospective cohort study; Blood transfusion; Transfusion-related acute lung injury; Emergency medicine; Fresh frozen plasma; Demographics; Single Center; Intensive care medicine; Pediatrics; Surgery; Internal medicine; Lung; Pulmonary edema","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":[0.002771722,0.0002556586,0.0003491213,0.001139181,0.0006983489,0.001469327,0.0007569874,0.000718285,0.00334569],"category_scores_gemma":[0.01154697,0.0004060185,0.001011533,0.002819601,0.0004867131,0.001125663,0.0006418606,0.0009722303,0.0008547377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008791442,"about_ca_system_score_gemma":0.001243872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009769464,"about_ca_topic_score_gemma":0.00938384,"domain_scores_codex":[0.995168,0.001742657,0.0009349628,0.0006552129,0.001037464,0.0004617952],"domain_scores_gemma":[0.9819894,0.004210989,0.009268763,0.002099109,0.00169497,0.0007367947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182008,0.00007448936,0.9950731,0.00003933307,0.0002074454,0.0001199809,0.0001142897,0.00005633363,0.00009245303,0.0001115837,0.001212101,0.002716856],"study_design_scores_gemma":[0.0000370463,0.0004265454,0.9923794,0.0001054336,0.0002709028,0.001201805,0.0007508283,0.0006475268,0.0003553535,0.0001479859,0.003655217,0.00002187645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990609,0.0006707805,0.0008912386,0.0006581628,0.00004642722,0.00005677802,0.004248118,0.00002274503,0.002796707],"genre_scores_gemma":[0.9964648,0.0002462142,0.000258647,0.0003227554,0.00005361695,0.00005323873,0.001985682,0.00001689136,0.0005980869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009769464,"threshold_uncertainty_score":0.01942521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193714264255032,"score_gpt":0.366348083318602,"score_spread":0.2844109406760517,"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."}}