{"id":"W2155519191","doi":"10.1016/j.jvs.2014.08.018","title":"Ruptured Abdominal Aortic Aneurysms in the Province of Quebec from 2006-2012: A Three-Steps Model for Centralization","year":2014,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Ottawa","funders":"","keywords":"Medicine; Mortality rate; Endovascular aneurysm repair; Logistic regression; Abdominal aortic aneurysm; Surgery; Retrospective cohort study; Aneurysm; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001376927,0.0003632914,0.0003303416,0.001481608,0.002301909,0.002437483,0.002123413,0.000849565,0.0036201],"category_scores_gemma":[0.003901447,0.0003353535,0.0009411165,0.002415213,0.001086687,0.001374605,0.001708376,0.001538904,0.0002066428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05027031,"about_ca_system_score_gemma":0.06453551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897259,"about_ca_topic_score_gemma":0.9935673,"domain_scores_codex":[0.9986624,0.0002017174,0.00006901018,0.0001541636,0.0001994386,0.0007132881],"domain_scores_gemma":[0.997235,0.0002223796,0.0005976275,0.0001190005,0.001263813,0.0005622195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002317437,0.0001929184,0.9673665,0.00007601146,0.0001467889,0.0004364528,0.001998159,0.003626551,0.0003865079,0.005307182,0.007914951,0.01231631],"study_design_scores_gemma":[0.00003433431,0.00009120171,0.9747227,0.0002116939,0.00008406,0.0001983273,0.008138685,0.009617144,0.0001740913,0.0008440417,0.005835407,0.00004827748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567069,0.001533611,0.001794142,0.01110613,0.0001252944,0.000436944,0.01321804,0.0001034525,0.01497548],"genre_scores_gemma":[0.9942428,0.0003831818,0.0008296663,0.0004475584,0.00001151255,0.00007638084,0.001798235,0.00001092406,0.002199721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05027031,"threshold_uncertainty_score":0.3647383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788174687879604,"score_gpt":0.2527102978736506,"score_spread":0.2348285509948546,"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."}}