{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008002868,0.0001177156,0.0001644847,0.0005705751,0.0008794537,0.0004995303,0.000386741,0.0003285501,0.002819772],"category_scores_gemma":[0.004121781,0.0002493506,0.0001546459,0.001373237,0.0003448851,0.0004873356,0.0003900963,0.0002897666,0.0002782503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552131,"about_ca_system_score_gemma":0.001745854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03456983,"about_ca_topic_score_gemma":0.04531069,"domain_scores_codex":[0.9990568,0.0003340402,0.00007074569,0.0001818211,0.0002123921,0.0001443242],"domain_scores_gemma":[0.9966419,0.0005709344,0.001631988,0.00009138479,0.0002611668,0.0008026641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007155144,0.0001276288,0.9948697,0.00003014369,0.00001109958,0.0002961923,0.0004218831,0.00003339127,0.00008265664,0.00001659116,0.000612649,0.003426454],"study_design_scores_gemma":[0.00002113125,0.0002690904,0.9967074,0.00004021803,0.00001196354,0.0006664728,0.001372256,0.0001401508,0.00006849524,0.00002266946,0.0006740271,0.000006073677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976794,0.0003892577,0.0000612022,0.0003139033,0.00001429199,0.00002830394,0.0004646379,0.000006297245,0.001042811],"genre_scores_gemma":[0.9989455,0.0002735426,0.0001890046,0.0001850045,0.00002576515,0.00001617065,0.0001917125,9.576202e-7,0.0001724292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03456983,"threshold_uncertainty_score":0.06873721,"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."}}