{"id":"W4206419240","doi":"10.25259/sni_1013_2021","title":"Comprehensive comparison of carotid endarterectomy primary closure and patch angioplasty: A single-institution experience","year":2022,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Trent University; University of Manitoba; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Arteriotomy; Carotid endarterectomy; Stenosis; Surgery; Odds ratio; Retrospective cohort study; Confidence interval; Radiology; Internal medicine; Artery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131864,0.0002805647,0.0005289612,0.001103233,0.0004616604,0.0006863656,0.0004101958,0.0003971571,0.001097362],"category_scores_gemma":[0.005694335,0.0003885468,0.0004516971,0.001037167,0.0003937319,0.0005196757,0.0008355965,0.0004265665,0.0002408051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492055,"about_ca_system_score_gemma":0.000904667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134217,"about_ca_topic_score_gemma":0.005655144,"domain_scores_codex":[0.9985624,0.0003839217,0.0002110347,0.0002916428,0.0003358344,0.0002152193],"domain_scores_gemma":[0.996071,0.001026556,0.001460224,0.0002439642,0.0003867077,0.0008114654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003643575,0.0003643004,0.9868526,0.00007844602,0.0000844048,0.001723286,0.001311891,0.00007940956,0.0007218256,0.00002460751,0.0002326059,0.008162286],"study_design_scores_gemma":[0.00003636777,0.002219675,0.9890899,0.00004017216,0.0000530139,0.005634164,0.002023229,0.0002056929,0.0003107761,0.0000187924,0.000350638,0.00001753252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995269,0.0001658936,0.0000616852,0.00001188718,0.000002511714,0.00001752414,0.00005849574,0.000003425017,0.0001517021],"genre_scores_gemma":[0.9994469,0.0002093112,0.000125265,0.00001859904,0.000008765125,0.00001092234,0.0001376783,0.000003094404,0.00003926399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134217,"threshold_uncertainty_score":0.006973684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954842149980063,"score_gpt":0.2845715347810819,"score_spread":0.2650231132812813,"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."}}