{"id":"W4311417403","doi":"10.46747/cfp.6812899","title":"Abdominal aortic aneurysm screening in an academic family practice","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Guideline; Family history; Retrospective cohort study; Health screening; Pediatrics; Aneurysm; Emergency medicine; Internal medicine; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000356485,0.0003185353,0.0004402734,0.0005138569,0.0003736858,0.00002722222,0.0003203395,0.0001095475,0.00001938474],"category_scores_gemma":[0.00007447425,0.0003727742,0.0001172076,0.0008407799,0.0001036717,0.0004516251,0.00008394601,0.001175703,0.00009048193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034919,"about_ca_system_score_gemma":0.001322125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02416768,"about_ca_topic_score_gemma":0.001914648,"domain_scores_codex":[0.9970347,0.0002667362,0.0004970476,0.0006683141,0.0006028502,0.0009303662],"domain_scores_gemma":[0.9980465,0.0001068265,0.0001781452,0.0006435849,0.00008332077,0.0009416069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003458755,0.0030483,0.2170371,0.0002489649,0.0008451892,0.08335714,0.00651818,0.002983499,0.07262153,0.001575852,0.05765588,0.5506496],"study_design_scores_gemma":[0.005337824,0.00215312,0.8611568,0.0001397556,0.0006717792,0.0005384102,0.02873592,0.00990745,0.0001369404,0.0002576108,0.08982334,0.001141078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587874,0.0007584925,0.00003169633,0.001430943,0.000240061,0.0007902971,0.00007194753,0.0001079606,0.03778118],"genre_scores_gemma":[0.8759217,0.00001297612,0.0007906011,0.1222838,0.0002023237,0.0001540165,0.0001357316,0.00008332407,0.0004155334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6441197,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177041921144228,"score_gpt":0.2988771475913761,"score_spread":0.2671067283799338,"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."}}