{"id":"W4304891628","doi":"10.23736/s1824-4777.22.01547-9","title":"Atherosclerotic plaque features and risk of cardiovascular events: protocol for a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Italian Journal of Vascular and Endovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Meta-analysis; Funnel plot; Publication bias; MEDLINE; Cochrane Library; Stenosis; Internal medicine; Randomized controlled trial; Clinical trial; Observational study; Cardiology; Study heterogeneity; Systematic review; Cohort study","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":[0.05719289,0.006835965,0.02099872,0.009161893,0.002787129,0.007043894,0.00533109,0.006043325,0.07498398],"category_scores_gemma":[0.08594087,0.005198822,0.02759356,0.01037492,0.003459635,0.005684764,0.004247291,0.00762059,0.007801676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384368,"about_ca_system_score_gemma":0.03219577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007107242,"about_ca_topic_score_gemma":0.01138081,"domain_scores_codex":[0.9725211,0.01227864,0.008465305,0.002657769,0.00287718,0.001200054],"domain_scores_gemma":[0.9670564,0.01325767,0.007703996,0.00328028,0.007483258,0.001218363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01281214,0.0002949187,0.0007702837,0.9137325,0.01306648,0.0004136483,0.0009597093,0.002425193,0.00128929,0.004359641,0.02815679,0.0217194],"study_design_scores_gemma":[0.1081921,0.003769767,0.008753372,0.542969,0.07456261,0.0007712391,0.001349146,0.005045083,0.0035512,0.0223738,0.2276893,0.0009734469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003997274,0.002790076,0.00248119,0.000381251,0.0003813388,0.9872633,0.005668542,0.0001706816,0.0004638411],"genre_scores_gemma":[0.0003676395,0.0007536329,0.002836877,0.0001419749,0.00002203505,0.9952122,0.0004516768,0.00001101034,0.0002028738],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07498398,"threshold_uncertainty_score":0.3024685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06998249168702092,"score_gpt":0.3233901407685734,"score_spread":0.2534076490815525,"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."}}