{"id":"W2511499503","doi":"10.1177/1708538116663992","title":"Direct sac puncture versus transarterial embolization of type II endoleaks: An evaluation and comparison of outcomes","year":2016,"lang":"en","type":"article","venue":"Vascular","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Embolization; Fluoroscopy; Aneurysm; Transarterial embolization; Surgery; Radiology; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851434,0.00009866628,0.0003502349,0.00005225966,0.0000251456,0.000001777273,0.00003060703,0.00006987728,0.0001739474],"category_scores_gemma":[0.0001709241,0.00005839704,0.00007533172,0.00007398293,0.00005137166,0.0000683622,0.000009184261,0.00002134348,0.000001975053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003111118,"about_ca_system_score_gemma":0.00004966948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126078,"about_ca_topic_score_gemma":0.000005829169,"domain_scores_codex":[0.9990771,0.00008875254,0.000240315,0.0001595394,0.0003502755,0.00008396738],"domain_scores_gemma":[0.9994078,0.00004404965,0.00009378528,0.0002492044,0.0001547237,0.0000504619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002559818,0.001400268,0.6924104,0.0002369993,0.001570392,0.000005958595,0.00397583,0.00010396,0.2103888,0.0001236523,0.0001555819,0.08706839],"study_design_scores_gemma":[0.02273503,0.004489299,0.8481641,0.0001827273,0.003176706,0.000005777862,0.0002541473,0.00291621,0.1171864,0.00005507685,0.0006356509,0.0001988583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998097,0.0003482457,0.0006250498,0.00005762493,0.0001975781,0.0003951249,0.000006583564,0.00002413863,0.0002486658],"genre_scores_gemma":[0.9994975,0.00003563896,0.0003374003,0.000007964228,0.00003310673,0.000007143294,0.00003166294,0.0000121677,0.00003742938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1557537,"threshold_uncertainty_score":0.2381362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912105718802773,"score_gpt":0.3364436719382701,"score_spread":0.2973226147502424,"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."}}