{"id":"W4318934237","doi":"10.1097/ta.0000000000003884","title":"Establishing a core outcomes set for massive transfusion: An Eastern Association for the Surgery of Trauma modified Delphi method consensus study","year":2023,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba","funders":"","keywords":"Delphi method; Likert scale; Medicine; Delphi; Set (abstract data type); Pooling; Psychology; Computer science","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":[0.01225544,0.0001399182,0.0004185954,0.0002240393,0.001131252,0.0001693744,0.0002867494,0.0001654367,0.00001140397],"category_scores_gemma":[0.007738559,0.00008923221,0.0002779449,0.0004799143,0.0002743217,0.0002626629,0.00002683538,0.0003632047,2.728388e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580576,"about_ca_system_score_gemma":0.0002002057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141491,"about_ca_topic_score_gemma":0.00364988,"domain_scores_codex":[0.9967876,0.001173039,0.0006500993,0.0001573437,0.000855404,0.0003765184],"domain_scores_gemma":[0.9776632,0.01966301,0.0002587359,0.0001674242,0.002112451,0.0001351974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004237447,0.001255712,0.4230797,0.001003228,0.001100058,0.00002733195,0.3417911,0.0006492687,0.0006662463,0.01360921,0.02025957,0.1923211],"study_design_scores_gemma":[0.002872172,0.004758297,0.2154202,0.0002137123,0.001721641,0.00003649605,0.7285503,0.002949846,0.001141618,0.03910916,0.002659327,0.0005673076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811764,0.00009897752,0.00926518,0.007146114,0.0007102375,0.001267663,0.0001713254,0.00005362634,0.0001105182],"genre_scores_gemma":[0.9991255,0.0001101836,0.0002379824,0.00005941351,0.0003263361,0.00006857722,0.00000394882,0.00001994067,0.00004811594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867592,"threshold_uncertainty_score":0.9264336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2615952139859596,"score_gpt":0.5137029728796991,"score_spread":0.2521077588937395,"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."}}