{"id":"W1986082721","doi":"10.1007/s11999-010-1441-2","title":"Tranexamic Acid Reduces Allogenic Transfusion in Revision Hip Arthroplasty","year":2010,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tranexamic acid; Perioperative; Blood transfusion; Blood management; Surgery; Antifibrinolytic; Orthopedic surgery; Arthroplasty; Anesthesia; Blood loss","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0065604,0.0001809073,0.0004861012,0.0004131367,0.0002069705,0.00003298889,0.0001324252,0.000688508,0.0007426488],"category_scores_gemma":[0.0007016625,0.0001310204,0.0002871218,0.000778814,0.0007526115,0.00006618896,0.00008866622,0.004191817,0.00009112866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001396836,"about_ca_system_score_gemma":0.0001850499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003335781,"about_ca_topic_score_gemma":0.0001388809,"domain_scores_codex":[0.996636,0.0004375729,0.0009668656,0.0006923882,0.0007323481,0.0005348572],"domain_scores_gemma":[0.998365,0.0004648636,0.00005274626,0.0004148287,0.000172568,0.0005299505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001099106,0.00190046,0.03732213,0.0002589447,0.0001900849,0.001210582,0.0005007731,0.000001308652,0.04566107,0.00155607,0.001486693,0.9088128],"study_design_scores_gemma":[0.04097524,0.007837496,0.6179296,0.002286454,0.0006115734,0.001117901,0.001411533,0.003017189,0.003591551,0.002622377,0.31749,0.001109093],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814249,0.001843785,0.00001991763,0.00979845,0.001009336,0.001099624,0.000002387681,0.00006025321,0.004741392],"genre_scores_gemma":[0.9431384,0.05442454,0.0002643297,0.0002272607,0.0001615231,0.00001504778,0.00002160035,0.0000305871,0.001716757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9077037,"threshold_uncertainty_score":0.9981055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06730859805170211,"score_gpt":0.4098751564656825,"score_spread":0.3425665584139803,"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."}}