{"id":"W4306319875","doi":"10.1093/eurheartj/ehac544.1971","title":"Evaluation of the benefit of rivaroxaban on VOYAGER PAD primary composite of limb, heart and brain outcomes using the global rank and win ratio methods","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Ranking (information retrieval); Rivaroxaban; Placebo; Weighting; Revascularization; Internal medicine; Physical therapy; Warfarin; Artificial intelligence; Alternative medicine","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":[0.02279994,0.001054422,0.001660947,0.00209638,0.0001915776,0.001198829,0.0007045947,0.0003690504,0.004582107],"category_scores_gemma":[0.02707286,0.0001943595,0.0026413,0.00108227,0.000591137,0.0008333796,0.0009782643,0.0006725576,0.0005043694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839805,"about_ca_system_score_gemma":0.0006341853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002136381,"about_ca_topic_score_gemma":0.0002636983,"domain_scores_codex":[0.9749649,0.01881848,0.001262721,0.001251971,0.003223376,0.0004785995],"domain_scores_gemma":[0.9807783,0.01311343,0.003381148,0.001011755,0.001244746,0.0004705949],"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":[0.2040932,0.002281646,0.2225384,0.003403122,0.01591095,0.0003732802,0.0004920279,0.01589779,0.006301486,0.008860439,0.005232275,0.5146154],"study_design_scores_gemma":[0.02367975,0.2239731,0.5171023,0.0009450995,0.0166278,0.002249301,0.001134162,0.1289943,0.03124742,0.03396992,0.01936413,0.0007127111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904299,0.006386471,0.07338134,0.0005729692,0.0003416435,0.003852702,0.003290797,0.0002403167,0.007634691],"genre_scores_gemma":[0.9620979,0.0007269851,0.03244191,0.0001438757,0.0001685368,0.002361901,0.0008348912,0.00004454415,0.001179459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279994,"threshold_uncertainty_score":0.1205791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734893877116472,"score_gpt":0.3826108143619928,"score_spread":0.3052618755908281,"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."}}