{"id":"W4416500282","doi":"10.1302/1358-992x.2025.14.041","title":"ABNORMAL PREOPERATIVE CLOT PROPAGATION PARAMETERS FROM THROMBELASTOGRAPHY MAY IDENTIFY PATIENTS WITH FEMUR FRACTURES AT HIGHEST RISK FOR VENOUS THROMBOEMBOLISM","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thrombelastography; Thrombosis; Prospective cohort study; Femur; Thromboelastography; Hemostasis; Femur fracture; Venous thrombosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002350114,0.0004831488,0.000741355,0.0003478135,0.0005596937,0.0001307529,0.0001998591,0.0003059057,0.00007556359],"category_scores_gemma":[0.0002884516,0.000349047,0.0002584384,0.0005553835,0.0002857083,0.0004546799,0.00008912317,0.0005294258,0.00001955303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564005,"about_ca_system_score_gemma":0.0001491011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459089,"about_ca_topic_score_gemma":0.00008209097,"domain_scores_codex":[0.9974681,0.00002466072,0.0005002528,0.0008106494,0.0006258875,0.0005704698],"domain_scores_gemma":[0.9983338,0.0001637605,0.0003983634,0.0002459259,0.0006318501,0.0002262733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001976979,0.0006362544,0.9811216,0.0002509378,0.0007675913,0.000006524172,0.002740504,0.000008605424,0.0005523186,0.00017127,0.007594855,0.004172584],"study_design_scores_gemma":[0.004823622,0.001388697,0.9790872,0.0004649809,0.001199293,0.000004869842,0.0003634609,0.00006643162,0.006090213,0.000532279,0.005597003,0.0003819025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927186,0.0003541234,0.001128593,0.0005605296,0.0004620442,0.002625036,0.0001933914,0.0002336043,0.001724025],"genre_scores_gemma":[0.9945492,0.00007849417,0.002684148,0.001202378,0.0002592354,0.0004002746,0.0004677412,0.00006889451,0.0002896479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005537894,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006720267448118505,"score_gpt":0.2612242407735175,"score_spread":0.254503973325399,"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."}}