{"id":"W2175940543","doi":"10.1016/j.ejvs.2015.08.014","title":"Transatlantic Multispecialty Consensus on Fundamental Endovascular Skills: Results of a Delphi Consensus Study","year":2015,"lang":"en","type":"article","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Consensus conference; Delphi; Delphi method; MEDLINE; Medical physics; Internal medicine; Statistics; 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":[],"category_scores_codex":[0.2031496,0.00094816,0.001718184,0.002953718,0.003984724,0.002518336,0.002262699,0.001787209,0.003552092],"category_scores_gemma":[0.2057341,0.0008609076,0.002784373,0.003145272,0.002595913,0.003573202,0.008774641,0.002130636,0.0005946247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072535,"about_ca_system_score_gemma":0.01937849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668411,"about_ca_topic_score_gemma":0.008614302,"domain_scores_codex":[0.8087138,0.1349222,0.02070149,0.006671214,0.0223301,0.006661172],"domain_scores_gemma":[0.6820143,0.1832262,0.01058015,0.009424132,0.1090451,0.005710116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007937593,0.003325564,0.2391885,0.008454284,0.002728341,0.001032159,0.4947862,0.003142196,0.007392744,0.003695813,0.01093385,0.2173828],"study_design_scores_gemma":[0.002926911,0.006409535,0.436792,0.006982371,0.00419009,0.001382401,0.4835363,0.01175055,0.01183867,0.005170044,0.02819742,0.0008237069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784227,0.0007730343,0.007512837,0.001193516,0.0001291589,0.005289476,0.0006771323,0.00002945747,0.005972613],"genre_scores_gemma":[0.9793027,0.0004874433,0.01086143,0.0005799268,0.00004283073,0.006924908,0.0009181076,0.00005495045,0.0008276912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031496,"threshold_uncertainty_score":0.9826583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335930007504612,"score_gpt":0.2863603509916987,"score_spread":0.2230010509166525,"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."}}