{"id":"W2554085032","doi":"10.1161/strokeaha.116.014856","title":"Impact of Clinical Trial Results on the Temporal Trends of Carotid Endarterectomy and Stenting From 2002 to 2014","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Carotid endarterectomy; Carotid stenting; Endarterectomy; Randomized controlled trial; Angioplasty; Revascularization; Stroke (engine); Population; Surgery; Internal medicine; Cardiology; Carotid arteries","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2431743,0.0005289519,0.001946664,0.003446007,0.0008490701,0.006413774,0.001944727,0.002239326,0.003173235],"category_scores_gemma":[0.5741252,0.0007639709,0.004394184,0.009439018,0.002366395,0.003586227,0.002091933,0.002719022,0.0003932435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003964424,"about_ca_system_score_gemma":0.00813586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677903,"about_ca_topic_score_gemma":0.008128633,"domain_scores_codex":[0.6860269,0.1509308,0.08973095,0.02101568,0.04905139,0.003244372],"domain_scores_gemma":[0.1962446,0.5274866,0.1873722,0.02891113,0.05683916,0.003146357],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01748266,0.0001797986,0.7862853,0.02073059,0.04669635,0.0003458774,0.001222224,0.002084321,0.0006600333,0.007671088,0.01938227,0.09725946],"study_design_scores_gemma":[0.002435769,0.002156622,0.8574892,0.01449671,0.04546025,0.001116207,0.0009046199,0.002771671,0.00240571,0.00442134,0.06616752,0.0001742094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3163445,0.5477881,0.01335066,0.05185709,0.007166687,0.001224384,0.0317404,0.0001912896,0.03033687],"genre_scores_gemma":[0.9506238,0.02227916,0.004813352,0.01074206,0.002570824,0.0007313922,0.00692017,0.0001558702,0.001163355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7568257,"threshold_uncertainty_score":0.9333009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567542422337945,"score_gpt":0.3532913224196077,"score_spread":0.3076158981962283,"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."}}