{"id":"W4226019604","doi":"10.1093/bjsopen/zrac061","title":"Association of anaesthesia technique with 30-day primary graft patency after open lower limb revascularization: retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"BJS Open","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital; Dalhousie University","funders":"University of British Columbia; Providence Health Care","keywords":"Medicine; General anaesthesia; Cohort; Surgery; Revascularization; Anesthesia; Retrospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001601559,0.0001678609,0.0005032518,0.00008332232,0.0001453687,0.0001004874,0.0005829025,0.00003504963,0.002479024],"category_scores_gemma":[0.00004083075,0.0001436741,0.00006753336,0.0004596544,0.00002165707,0.0003108504,0.001275548,0.0001790899,0.00001533936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007985,"about_ca_system_score_gemma":0.0001722998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002845928,"about_ca_topic_score_gemma":0.00006002687,"domain_scores_codex":[0.9978333,0.0003481823,0.0003307574,0.000481077,0.0008121547,0.000194583],"domain_scores_gemma":[0.9987811,0.00001086799,0.0002511557,0.0006738714,0.0002033472,0.0000796473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006885731,0.001809754,0.9924851,0.00003364275,0.0005442952,0.000213529,0.0002738341,0.00001237323,0.00008452828,0.00003146875,0.003331689,0.0004911989],"study_design_scores_gemma":[0.001862224,0.002846973,0.9889199,0.00005436024,0.0004695608,0.000003110858,0.0002056458,0.00001316577,0.00003658014,0.0000915017,0.005314062,0.0001829272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356837,0.00006266242,0.0004508238,0.002135919,0.00009767963,0.02408451,0.00005753871,0.00008871475,0.03733843],"genre_scores_gemma":[0.9849964,0.00001183726,0.0004661107,0.001058958,0.00002820686,0.005915106,0.0001091453,0.00003932112,0.007374851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04931274,"threshold_uncertainty_score":0.9984329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785685303501097,"score_gpt":0.2485045301285497,"score_spread":0.2406476770935388,"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."}}