{"id":"W7106717258","doi":"10.5281/zenodo.17717195","title":"What are the current Canadian guidelines for screening abdominal aortic aneurysms in adults?","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abdominal aortic aneurysm; Aneurysm; Aortic aneurysm; Ultrasound; Abdominal aneurysm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008190462,0.0008663744,0.001768008,0.005118984,0.003251423,0.003554654,0.005199567,0.004442502,0.007782639],"category_scores_gemma":[0.04483866,0.0006096067,0.001985908,0.00791219,0.002595911,0.002358641,0.001234891,0.005269968,0.003064598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02247936,"about_ca_system_score_gemma":0.08450335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8727069,"about_ca_topic_score_gemma":0.9135627,"domain_scores_codex":[0.9923912,0.001127044,0.001675612,0.0004756556,0.003539017,0.0007915514],"domain_scores_gemma":[0.9440463,0.003815708,0.002453095,0.0005436964,0.0443528,0.004788497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213248,0.00008320408,0.007750391,0.004129974,0.0001720512,0.0001930316,0.0004388804,0.0003089029,0.000195498,0.005038423,0.7472522,0.2343162],"study_design_scores_gemma":[0.0003239216,0.00008275047,0.04639396,0.03493344,0.0008884203,0.000728547,0.001792354,0.0006707101,0.0003034713,0.005303847,0.908287,0.0002915598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003588111,0.3317505,0.005387819,0.5381821,0.01792629,0.00073489,0.01269212,0.0006629876,0.08907516],"genre_scores_gemma":[0.06395391,0.6583587,0.05686973,0.1769326,0.009652321,0.001648408,0.0139808,0.0004890059,0.01811443],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1272931,"threshold_uncertainty_score":0.2560855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358826980382509,"score_gpt":0.3283889566607669,"score_spread":0.2648006868569418,"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."}}