{"id":"W4280645042","doi":"10.1016/j.burns.2022.05.013","title":"The ‘sandwich’ method to increase efficiency of Meek micrograft preparation","year":2022,"lang":"en","type":"letter","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Procalcitonin; Procurement; Transplantation; Retrospective cohort study; Contamination; Surgery; Intensive care medicine; Sepsis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738573,0.0002214044,0.0004258188,0.000216845,0.0001681974,0.00003686944,0.0003352901,0.0001587588,0.0006999227],"category_scores_gemma":[0.0001390998,0.0001503449,0.0002454392,0.0003501091,0.00005790258,0.00002673102,0.0002199643,0.0006540046,0.00004484803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000739848,"about_ca_system_score_gemma":0.00008382152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631388,"about_ca_topic_score_gemma":0.000009853416,"domain_scores_codex":[0.9981752,0.0002095336,0.000417164,0.0003314842,0.0005563623,0.000310246],"domain_scores_gemma":[0.9986595,0.0003513656,0.0002042841,0.0006462889,0.0000801355,0.00005843353],"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":[0.0002081344,0.00004232457,0.0002038934,0.0001621373,0.0001560113,0.00008325862,0.0002403526,0.000004319884,0.000292403,0.0001320139,0.9957507,0.002724493],"study_design_scores_gemma":[0.0003939549,0.000447877,0.0002816428,0.00004311652,0.0003706887,0.0000164341,0.00008045799,0.00003266206,0.0005052988,0.00007614803,0.9976003,0.0001513839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006427864,0.001413208,0.004642246,0.9546632,0.001135124,0.002986912,0.00008665606,0.0001583807,0.02848637],"genre_scores_gemma":[0.004943031,0.0001846192,0.009138417,0.8075786,0.003121214,0.0004800505,0.0007808511,0.0001354248,0.1736378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1470847,"threshold_uncertainty_score":0.7663663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903481399333598,"score_gpt":0.3309860930000224,"score_spread":0.3119512790066865,"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."}}