{"id":"W4224941642","doi":"10.1136/bmjopen-2021-055803","title":"Risk factors, risk stratification and risk-specific surveillance strategies after endovascular aneurysm repair: study protocol for a Delphi study by the International RIsk Stratification in EVAR (IRIS-EVAR) working group","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Risk assessment; Abdominal aortic aneurysm; Delphi method; Endovascular aneurysm repair; Likert scale; Risk stratification; Health care; Patient safety; Informed consent; Protocol (science); Judgement; Surgery; Aneurysm; Internal medicine; Pathology","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":[0.1124479,0.003762483,0.005355185,0.004673302,0.004312275,0.00401995,0.00337139,0.006250798,0.04957889],"category_scores_gemma":[0.07326933,0.003062271,0.006645572,0.003836881,0.00411047,0.005096606,0.005026353,0.00772344,0.01057993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008498854,"about_ca_system_score_gemma":0.03170699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932232,"about_ca_topic_score_gemma":0.004097107,"domain_scores_codex":[0.9509264,0.03308976,0.007574261,0.002304422,0.003201674,0.002903503],"domain_scores_gemma":[0.9520894,0.0222968,0.005804545,0.004487437,0.01261725,0.002704669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1082134,0.02682271,0.009176983,0.2701383,0.001830714,0.00375981,0.100876,0.01305883,0.009933309,0.03538982,0.1124504,0.3083497],"study_design_scores_gemma":[0.1504518,0.04743482,0.03907419,0.135741,0.001732366,0.001304797,0.08313815,0.009661051,0.007756075,0.03295268,0.489352,0.001400934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001854168,0.0001283975,0.001714163,0.0001766754,0.00007455159,0.9951088,0.0004793044,0.00001857033,0.0004453668],"genre_scores_gemma":[0.0006930179,0.00008235149,0.001623003,0.00006217983,0.000008501534,0.9973565,0.00008210627,0.00000168282,0.00009059356],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1124479,"threshold_uncertainty_score":0.5946885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667414249004759,"score_gpt":0.3798528909301399,"score_spread":0.3131114660296639,"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."}}