{"id":"W3044961074","doi":"10.1016/j.jvs.2020.04.013","title":"Understanding randomized trial design in vascular surgery","year":2020,"lang":"en","type":"letter","venue":"Journal of Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Population Health Research Institute; McMaster University; Impact","funders":"","keywords":"Medicine; Randomized controlled trial; Scopus; Systematic review; MEDLINE; Surgery; Law","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4884596,0.001508819,0.006758276,0.002641226,0.004468597,0.01255433,0.006783877,0.05422636,0.01099992],"category_scores_gemma":[0.7689146,0.002966825,0.004706705,0.002147428,0.02071147,0.01099646,0.005214139,0.05354422,0.003524959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176404,"about_ca_system_score_gemma":0.02046262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004172479,"about_ca_topic_score_gemma":0.005791089,"domain_scores_codex":[0.3854624,0.553089,0.02694407,0.009747431,0.02176824,0.002988897],"domain_scores_gemma":[0.07406086,0.8937941,0.009257501,0.008565244,0.01016956,0.004152737],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004338625,0.0002934223,0.005380022,0.003709221,0.002308422,0.001018414,0.002061908,0.001905174,0.000240041,0.177891,0.6446725,0.1561813],"study_design_scores_gemma":[0.01142088,0.001048862,0.00240368,0.008143499,0.001784644,0.0008281393,0.0005619758,0.009556823,0.0003560444,0.7125245,0.2510754,0.0002955278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007538802,0.009771052,0.01166817,0.9511763,0.02147073,0.0002891914,0.0001478498,0.0001247714,0.004598107],"genre_scores_gemma":[0.01867897,0.002928734,0.02351776,0.8879519,0.0634108,0.001694312,0.00006939713,0.0001340001,0.001614125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5115404,"threshold_uncertainty_score":0.6308204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0922965657004324,"score_gpt":0.2629256113534781,"score_spread":0.1706290456530457,"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."}}