{"id":"W2027200715","doi":"10.2147/vhrm.s54714","title":"Benefit–risk assessment of rivaroxaban versus enoxaparin for the prevention of venous thromboembolism after total hip or knee arthroplasty","year":2014,"lang":"en","type":"article","venue":"Vascular Health and Risk Management","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Bayer HealthCare; Janssen Scientific Affairs","keywords":"Medicine; Rivaroxaban; Number needed to harm; Pulmonary embolism; Deep vein; Number needed to treat; Adverse effect; Placebo; Anesthesia; Surgery; Thrombosis; Relative risk; Internal medicine; Warfarin; Confidence interval; 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":[],"consensus_categories":[],"category_scores_codex":[0.00161073,0.0002954377,0.0009939215,0.0001885241,0.0003241207,0.00002738754,0.0001146506,0.00008816468,0.00008256798],"category_scores_gemma":[0.00008017509,0.0001946113,0.0003505019,0.0002136253,0.0001252607,0.00007195301,0.0002086894,0.0001966607,0.000005538493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009802628,"about_ca_system_score_gemma":0.0001058457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008957237,"about_ca_topic_score_gemma":0.0004996886,"domain_scores_codex":[0.9974972,0.0001812022,0.0007435882,0.0005034072,0.0005590924,0.000515489],"domain_scores_gemma":[0.997961,0.0002326818,0.0005943154,0.0008526852,0.000115035,0.0002442143],"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":[0.001673352,0.003781183,0.01723871,0.006650986,0.005962372,0.000004222367,0.001848838,0.001410712,0.00000468975,0.01418205,0.00277488,0.944468],"study_design_scores_gemma":[0.01038366,0.00719858,0.7696524,0.0005657235,0.003716345,0.000003974697,0.001037195,0.002168529,0.00001847203,0.001151543,0.2037685,0.0003351337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489744,0.008618759,0.033284,0.000448037,0.001287832,0.006207545,0.00007773277,0.00006510522,0.001036534],"genre_scores_gemma":[0.9087119,0.07797281,0.01158883,0.0002526476,0.0002768096,0.0007211532,0.00007172156,0.00005624037,0.000347881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9441329,"threshold_uncertainty_score":0.793602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914941828212913,"score_gpt":0.3079131550302732,"score_spread":0.288763736748144,"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."}}