{"id":"W4396828046","doi":"10.1016/j.igie.2024.04.015","title":"Clinical impact of delayed plastic biliary stent removal because of the COVID-19 pandemic: the experience from a tertiary ERCP referral center","year":2024,"lang":"en","type":"article","venue":"iGIE","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Biliary stent; Tertiary care; Stent; Tertiary referral hospital; Referral; Center (category theory); Virology; Radiology; Internal medicine; Retrospective cohort study; Family medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030388,0.0001588926,0.00030386,0.0000457221,0.00003823228,0.00001238922,0.0002837229,0.0001137852,0.0002750147],"category_scores_gemma":[0.0007165025,0.00007111365,0.0004636094,0.0001908686,0.0004832755,0.00005864176,0.0001342511,0.0003548987,0.00001097256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008970196,"about_ca_system_score_gemma":0.0005796167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302512,"about_ca_topic_score_gemma":0.0001697758,"domain_scores_codex":[0.9984413,0.0001346192,0.0005528232,0.0003018667,0.0003458447,0.000223531],"domain_scores_gemma":[0.9982634,0.0008542917,0.0000912256,0.0005898617,0.00004634142,0.0001549086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009668571,0.0004031261,0.9683006,0.0001093098,0.000491175,0.0001026689,0.006146595,0.00003860536,0.008116418,0.00001857483,0.01242063,0.002885421],"study_design_scores_gemma":[0.003843403,0.00105224,0.9762486,0.0005585442,0.0006992309,0.0004990667,0.004345134,0.002468819,0.0005425213,0.000900082,0.008540941,0.0003013952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964097,0.0009233144,0.00009140933,0.001112584,0.0006446646,0.000366159,0.0001546431,0.00005046511,0.0002470298],"genre_scores_gemma":[0.9984564,0.0001987266,0.0000385932,0.001021767,0.0001406367,0.00001348065,0.00002650282,0.00001890031,0.00008501525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007948007,"threshold_uncertainty_score":0.3011219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09848808374463379,"score_gpt":0.4038499886143454,"score_spread":0.3053619048697116,"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."}}