{"id":"W4214646653","doi":"10.1016/j.euf.2022.01.016","title":"Protocol for CAMUS Delphi Study: A Consensus on Comprehensive Reporting and Grading of Complications After Urological Surgery","year":2022,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"Krebsliga Schweiz","keywords":"Medicine; Grading (engineering); Protocol (science); Delphi method; General surgery; Delphi; Surgery; Pathology; Alternative medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1397762,0.001852282,0.00310206,0.006926964,0.005603483,0.004247,0.002686297,0.004192725,0.03551184],"category_scores_gemma":[0.1314041,0.001913766,0.004693395,0.003856889,0.003730341,0.003162088,0.005019152,0.007199345,0.009570263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007975539,"about_ca_system_score_gemma":0.04081114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219672,"about_ca_topic_score_gemma":0.006450544,"domain_scores_codex":[0.8776174,0.08050761,0.02589873,0.003030106,0.008309034,0.004637062],"domain_scores_gemma":[0.8647978,0.0508655,0.009877261,0.01177372,0.05873561,0.003950164],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01619698,0.008429602,0.02651734,0.06730735,0.00102476,0.002874324,0.1797599,0.004930354,0.01833548,0.03605624,0.2479938,0.3905739],"study_design_scores_gemma":[0.02374162,0.005260373,0.07534705,0.07955579,0.001144695,0.002378391,0.1066334,0.01001642,0.01490925,0.0366742,0.6426731,0.00166578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01665117,0.0005372838,0.01669154,0.003217948,0.0006825569,0.9503312,0.003105548,0.0002331665,0.008549547],"genre_scores_gemma":[0.01074185,0.000272557,0.02583985,0.0009581434,0.0001199958,0.9601601,0.0008790868,0.00004164332,0.000986752],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8602238,"threshold_uncertainty_score":0.7392158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103429168439571,"score_gpt":0.3540212184816806,"score_spread":0.2436783016377236,"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."}}