{"id":"W4221072869","doi":"10.1136/bmjopen-2021-060000","title":"Randomised comparative effectiveness trial of Pulmonary Embolism Prevention after hiP and kneE Replacement (PEPPER): the PEPPER trial protocol","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute on Aging; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Rivaroxaban; Pulmonary embolism; Clinical trial; Warfarin; Randomized controlled trial; Surgery; Physical therapy; Internal medicine; Atrial fibrillation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004114761,0.0002016613,0.0009499536,0.0000807454,0.0002707958,0.00005045111,0.0002471303,0.00004266577,0.0009422223],"category_scores_gemma":[0.00009164985,0.0001364946,0.0001906081,0.0001598646,0.0000928762,0.0001201265,0.0009112738,0.000165049,0.000005818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009898625,"about_ca_system_score_gemma":0.0001967325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083331,"about_ca_topic_score_gemma":0.000009926232,"domain_scores_codex":[0.9967574,0.001436988,0.0006072157,0.0004057622,0.0005721063,0.0002205193],"domain_scores_gemma":[0.9986826,0.000280954,0.0003476383,0.0005543503,0.00006338731,0.00007109568],"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":[0.987674,0.003028031,0.0001511735,0.0003454064,0.0003975033,0.00002053058,0.001485926,0.00002894367,0.0001359949,0.0002702062,0.003484876,0.002977437],"study_design_scores_gemma":[0.9409811,0.01066456,0.01764996,0.0002926543,0.0004696087,0.00001928254,0.001340192,0.0002160231,0.0003357805,0.0003842007,0.02741718,0.0002294572],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3625242,0.00001996979,0.00003240025,0.0007251452,0.000312847,0.6309345,0.00001764676,0.00001487917,0.005418383],"genre_scores_gemma":[0.4481037,0.000001546472,0.00003633694,0.0001733082,0.0001512858,0.5506452,0.00001601795,0.0000138799,0.0008586539],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08557955,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08100329514726957,"score_gpt":0.4260829283300545,"score_spread":0.345079633182785,"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."}}