{"id":"W2792550437","doi":"10.1093/jcag/gwy009.234","title":"A234 LUMEN APPOSING METAL STENTS VERSUS PLASTIC STENTS IN THE MANAGEMENT OF PANCREATIC PSEUDOCYST: A COST-EFFECTIVENESS ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Drainage; Stent; Percutaneous; Surgery; Pancreatic pseudocyst; Endoscopic ultrasound; General surgery; Pancreatitis","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":[0.001634469,0.000105408,0.0004862624,0.000397725,0.00007034806,0.000008921187,0.0002417514,0.00006156537,0.00002690224],"category_scores_gemma":[0.0000792975,0.00007149725,0.0002402635,0.0003829211,0.00007434226,0.00005296826,0.00004601865,0.0001904564,0.000002724592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163985,"about_ca_system_score_gemma":0.00006918427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562492,"about_ca_topic_score_gemma":0.06237645,"domain_scores_codex":[0.9978647,0.000638407,0.0005747176,0.000108719,0.0005053105,0.0003081181],"domain_scores_gemma":[0.9986152,0.0001289607,0.000823813,0.0002024377,0.0001094967,0.0001200902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001232955,0.0001277229,0.9928479,0.0001041385,0.004167503,0.00003562459,0.0003274273,0.0004039353,0.00006123947,0.00002080782,0.0001149505,0.0005558657],"study_design_scores_gemma":[0.003652207,0.001442236,0.9907463,0.0001534611,0.002705167,0.00001620368,0.0008218355,0.0002204375,0.00002392127,0.00001051,0.0001768008,0.00003097074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968634,0.00001161712,0.00009258249,0.001753435,0.0004177996,0.0004409888,0.00001624823,9.908764e-7,0.0004029808],"genre_scores_gemma":[0.9993507,0.00002233498,0.0001076346,0.0003685902,0.0000510736,0.000008201268,0.000004869924,0.000007427786,0.00007916127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05881396,"threshold_uncertainty_score":0.9547327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247326897565973,"score_gpt":0.2864178586574027,"score_spread":0.2616851689008053,"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."}}