{"id":"W4402631880","doi":"10.1055/a-2418-3540","title":"Intra- and post-procedural patient-reported experience measures and their correlation with post-ERCP adverse events and unplanned healthcare utilization","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Calgary; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Odds ratio; Confidence interval; Adverse effect; Logistic regression; Pancreatitis; Prospective cohort study; Likert scale; Surgery; Emergency medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005760148,0.0001596265,0.0001631559,0.00009746839,0.00009470979,0.00001927569,0.00001945389,0.00006600267,0.00001804554],"category_scores_gemma":[0.00008519134,0.0001095615,0.00001601676,0.0001479948,0.00008681523,0.0002019037,0.00001897668,0.0001248187,0.000001303532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002169548,"about_ca_system_score_gemma":0.00009862887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001611028,"about_ca_topic_score_gemma":0.00009831523,"domain_scores_codex":[0.9991301,0.00003240953,0.0001811399,0.0003171323,0.0001698294,0.0001694309],"domain_scores_gemma":[0.999546,0.00003449345,0.0000456588,0.0001050434,0.0001355238,0.0001332684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00262572,0.0001572178,0.8318465,0.001083562,0.0002418762,0.0001188738,0.07613764,0.00001115137,0.02813377,0.000177841,0.0002571296,0.05920877],"study_design_scores_gemma":[0.003843082,0.003856774,0.9115742,0.001486186,0.0002199919,0.000847256,0.06278603,0.004348094,0.009240542,0.000242988,0.001047996,0.0005068731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937938,0.003300827,0.0002130031,0.001812154,0.0001476968,0.0005567226,0.00001943436,0.00008893285,0.00006743346],"genre_scores_gemma":[0.9986557,0.0003259273,0.0001656359,0.0006093053,0.00002288096,0.00002851938,0.0001340601,0.00001931934,0.00003860153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07972774,"threshold_uncertainty_score":0.4467787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146590126639177,"score_gpt":0.2813479258561478,"score_spread":0.2598820245897561,"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."}}