{"id":"W3199252604","doi":"10.1016/j.jvs.2021.08.076","title":"Survival and durability after endovascular aneurysm repair reflect era-related surgical judgement","year":2021,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Endovascular aneurysm repair; Cohort; Surgery; Aneurysm; Retrospective cohort study; Abdominal aortic aneurysm; Aortic aneurysm; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004547277,0.0002697074,0.0006348802,0.001952635,0.0006255252,0.001855975,0.0005510135,0.001080287,0.005561039],"category_scores_gemma":[0.03792154,0.0001916147,0.0009227353,0.001281887,0.0008762914,0.001480023,0.001055847,0.001304109,0.001337706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524444,"about_ca_system_score_gemma":0.0004046988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006070614,"about_ca_topic_score_gemma":0.001382879,"domain_scores_codex":[0.9970926,0.0007529776,0.0006290869,0.0004051376,0.0006249278,0.0004951063],"domain_scores_gemma":[0.9675266,0.01458699,0.009805977,0.002220942,0.00233275,0.003526821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005887037,0.00005692615,0.9902312,0.00003878477,0.0002549297,0.0001048243,0.0003426303,0.0002234305,0.0003087717,0.000141297,0.0003361548,0.007372273],"study_design_scores_gemma":[0.00001343194,0.0002448314,0.9961296,0.0000336934,0.0001340187,0.0004769735,0.0006088399,0.0004164198,0.0001607901,0.00100332,0.0007474612,0.00003056109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909185,0.001577589,0.000490069,0.0007188519,0.0001281357,0.00001213631,0.0005363778,0.00001109018,0.005607241],"genre_scores_gemma":[0.9989334,0.0002192555,0.00009066136,0.0001322906,0.0001388958,0.00000277573,0.000189098,0.000008095769,0.0002856561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005561039,"threshold_uncertainty_score":0.02404863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593060133876649,"score_gpt":0.2654020478229325,"score_spread":0.2494714464841661,"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."}}