{"id":"W4399625465","doi":"10.1056/nejmoa2404360","title":"Liberal or Restrictive Transfusion Strategy in Patients with Traumatic Brain Injury","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomization; Quality of life (healthcare); Traumatic brain injury; Intensive care unit; Depression (economics); Confidence interval; Randomized controlled trial; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009168451,0.0002822159,0.000534488,0.0002418606,0.0002014132,0.0003694607,0.0002535463,0.0003949608,0.0009596143],"category_scores_gemma":[0.004250157,0.000110975,0.0002905187,0.0002339792,0.0004361884,0.0002308553,0.0003102752,0.0005060153,0.000111528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020611,"about_ca_system_score_gemma":0.0006167978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613687,"about_ca_topic_score_gemma":0.0005270276,"domain_scores_codex":[0.9992951,0.000362119,0.0001033388,0.00006484527,0.00009215107,0.00008243456],"domain_scores_gemma":[0.9987343,0.0004720972,0.000388765,0.00005347756,0.00003549067,0.0003159773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3845128,0.01275305,0.3683101,0.0007594248,0.001334175,0.0008168755,0.0006181345,0.004061876,0.004512653,0.0008855109,0.002127688,0.2193077],"study_design_scores_gemma":[0.07408348,0.4073723,0.4923593,0.0005778235,0.001461776,0.002614352,0.001230703,0.01056001,0.002979934,0.003508173,0.003127994,0.0001242008],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985477,0.0006018576,0.0001528571,0.0001931311,0.00004908107,0.00009215876,0.00001897705,0.000004089853,0.0003400385],"genre_scores_gemma":[0.9992506,0.0001813659,0.0002229658,0.0001521955,0.00004495623,0.00008565139,0.00002918038,5.633029e-7,0.0000325432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009596143,"threshold_uncertainty_score":0.004848778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600414163215339,"score_gpt":0.3070777433439668,"score_spread":0.2810736017118134,"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."}}