{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02625486,0.007880531,0.009010818,0.00160408,0.001780058,0.004781617,0.003711943,0.008009481,0.08129037],"category_scores_gemma":[0.02971042,0.00243547,0.004116692,0.002307059,0.003338054,0.004162918,0.001981376,0.006742001,0.01301198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158792,"about_ca_system_score_gemma":0.009677512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296059,"about_ca_topic_score_gemma":0.002595129,"domain_scores_codex":[0.978028,0.01464142,0.001969852,0.00237623,0.001356509,0.001627853],"domain_scores_gemma":[0.9925708,0.002419582,0.001690667,0.001010738,0.001214533,0.001093691],"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":[0.8189,0.003774531,0.001697746,0.05943443,0.004991758,0.0008856196,0.0007086862,0.002193861,0.001731573,0.01316871,0.06315848,0.02935457],"study_design_scores_gemma":[0.9068392,0.01039121,0.002039789,0.007822527,0.002747993,0.0003499233,0.0001608001,0.002884744,0.0009114972,0.008311415,0.05738557,0.0001552811],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004465445,0.001939954,0.002709974,0.000991911,0.0009555505,0.9792712,0.005365773,0.0001491615,0.004150949],"genre_scores_gemma":[0.007870219,0.0007434356,0.002890316,0.0008540105,0.0001833278,0.9841257,0.001263846,0.00002079827,0.002048332],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08129037,"threshold_uncertainty_score":0.2719433,"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."}}