{"id":"W4206814521","doi":"10.1016/j.cjca.2021.12.021","title":"Challenges in Peripheral Artery Disease Clinical Trial Implementation and Design","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery disease; Intensive care medicine; Clinical trial; Disease; Atrial fibrillation; Angina; Guideline; Arterial disease; Population; Diabetes mellitus; Randomized controlled trial; Physical therapy; Internal medicine; Cardiology; Myocardial infarction; Vascular disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8563746,0.002639528,0.009337951,0.006854576,0.006249688,0.0304829,0.01735783,0.01736037,0.0109204],"category_scores_gemma":[0.8700135,0.005158042,0.006552236,0.006321453,0.02195703,0.02110801,0.01739013,0.03138255,0.004394401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02470679,"about_ca_system_score_gemma":0.1676751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584459,"about_ca_topic_score_gemma":0.01775179,"domain_scores_codex":[0.1272542,0.7785501,0.04544773,0.01148165,0.03189744,0.005368801],"domain_scores_gemma":[0.05138014,0.8298467,0.02361275,0.02998395,0.04989614,0.01528035],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005317661,0.003212664,0.017671,0.01759382,0.003830478,0.0005417319,0.01062159,0.01892436,0.000881848,0.09875729,0.1069613,0.7156863],"study_design_scores_gemma":[0.01634169,0.01109201,0.02825862,0.05236253,0.004107084,0.000975345,0.009354315,0.04512195,0.002217174,0.5140759,0.3147975,0.001295729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01230853,0.04201587,0.2075075,0.6708866,0.01604448,0.03067519,0.001459479,0.001204198,0.01789819],"genre_scores_gemma":[0.1510357,0.01204876,0.5930604,0.148467,0.01320387,0.07817636,0.001174896,0.0006878914,0.002145191],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1436254,"threshold_uncertainty_score":0.1792611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433041172222471,"score_gpt":0.3656358414201507,"score_spread":0.2223317241979036,"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."}}