{"id":"W4395033654","doi":"10.1055/s-0044-1783580","title":"Efficacy of Endoscopic Interventions versus Surgery for Pain Management in Patients with Chronic Calcific Pancreatitis","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Michael's Hospital","funders":"","keywords":"Medicine; Pancreatitis; Endoscopy; Pain management; Psychological intervention; Chronic pain; Surgery; General surgery; Physical therapy","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":[0.008733715,0.0008956314,0.005181415,0.00186696,0.0002984526,0.001942319,0.0008806046,0.001466314,0.003745618],"category_scores_gemma":[0.02335429,0.0004071803,0.01169661,0.002066008,0.0006792069,0.001249063,0.0008228434,0.001556328,0.0002461944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007718524,"about_ca_system_score_gemma":0.0008896425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008849276,"about_ca_topic_score_gemma":0.001944172,"domain_scores_codex":[0.9909955,0.004843492,0.002299418,0.000760005,0.0008901529,0.0002115],"domain_scores_gemma":[0.98351,0.01173097,0.003548562,0.0003784743,0.0005934837,0.0002385794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.07320525,0.0005092024,0.01901314,0.3346629,0.3851358,0.0001855823,0.0002531326,0.0006555421,0.001085861,0.0006777038,0.001326312,0.1832895],"study_design_scores_gemma":[0.02250124,0.01208829,0.05602813,0.05652756,0.8352014,0.0006593833,0.0005248659,0.0005533929,0.001067405,0.001779372,0.01296046,0.0001084298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01742686,0.9807148,0.0002283869,0.0003716212,0.0002949011,0.0001085771,0.0001993122,0.000006088486,0.0006494259],"genre_scores_gemma":[0.5420014,0.4522187,0.001169742,0.002044882,0.001131394,0.000362659,0.000589256,0.0000208986,0.0004611498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008733715,"threshold_uncertainty_score":0.04618889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497044844206647,"score_gpt":0.3120246244120215,"score_spread":0.287054175969955,"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."}}