{"id":"W4386892205","doi":"10.1016/j.jvs.2023.08.083","title":"Impact of Device Representatives in the Operating Room on Clinical Outcomes During Standard Infrarenal Endovascular Repair of Aneurysm (EVAR)","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital; University of British Columbia","funders":"Cook Medical; Boston Scientific Corporation","keywords":"Medicine; Fluoroscopy; Perioperative; Endovascular aneurysm repair; Surgery; Aneurysm; Stent; Retrospective cohort study; Operating table; Comorbidity; Abdominal aortic aneurysm; Internal medicine","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":[0.001673111,0.0001889565,0.0003633318,0.0004793632,0.001390449,0.002109583,0.0004925485,0.0006628686,0.004409234],"category_scores_gemma":[0.01464466,0.0001602155,0.0008594021,0.000454974,0.0005709469,0.001076891,0.001317985,0.002038638,0.0005065154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111923,"about_ca_system_score_gemma":0.002329204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124994,"about_ca_topic_score_gemma":0.008575803,"domain_scores_codex":[0.99722,0.0008012661,0.0003748992,0.0003353872,0.0004467486,0.0008215907],"domain_scores_gemma":[0.9868177,0.003324661,0.004681823,0.0004688945,0.001073875,0.003632895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002222306,0.0008473931,0.9702944,0.0001100593,0.0001940543,0.0005386078,0.00148005,0.0001715843,0.0004690083,0.0002316672,0.001226993,0.02221387],"study_design_scores_gemma":[0.0000340742,0.001304568,0.9883658,0.0001554252,0.0001480408,0.0005152131,0.00731067,0.0002571107,0.0003628676,0.0002167271,0.001283936,0.00004566829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964535,0.0004773402,0.0001509234,0.0005695668,0.0001257388,0.00001895619,0.0001892704,0.000007261734,0.002007375],"genre_scores_gemma":[0.9987288,0.0002415461,0.0001520079,0.0002675598,0.00009147856,0.00001675393,0.0001936817,0.000008060365,0.0003000493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004409234,"threshold_uncertainty_score":0.0147503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557265071991471,"score_gpt":0.3896025391935403,"score_spread":0.3340298884736256,"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."}}