{"id":"W2899486913","doi":"10.3747/co.25.4007","title":"Changes in Preoperative Endoscopic and Percutaneous Bile Drainage in Patients with Periampullary Cancer Undergoing Pancreaticoduodenectomy in Ontario: Effect on Clinical Practice of a Randomized Trial","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Research Society","keywords":"Medicine; Pancreaticoduodenectomy; Periampullary cancer; Randomized controlled trial; Malignancy; Population; Perioperative; Cohort; Observational study; Surgery; General surgery; Internal medicine; Resection","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.02344617,0.0003563865,0.00140843,0.000796522,0.001249457,0.002727391,0.001360477,0.002237583,0.002996448],"category_scores_gemma":[0.1588146,0.0005738816,0.002419097,0.002486549,0.002273206,0.001151441,0.001289092,0.001213341,0.0002010084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201853,"about_ca_system_score_gemma":0.03146752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1453538,"about_ca_topic_score_gemma":0.1930679,"domain_scores_codex":[0.9528416,0.02964703,0.007409868,0.003278513,0.005143004,0.001679972],"domain_scores_gemma":[0.8538412,0.05461605,0.06394865,0.006874334,0.01223272,0.008486981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3500883,0.003687255,0.4986305,0.006435933,0.006658815,0.0001864829,0.001589897,0.0005896905,0.0008806853,0.0005998898,0.004039627,0.1266131],"study_design_scores_gemma":[0.1687989,0.02037768,0.792217,0.002419875,0.007998402,0.0001434537,0.000677979,0.001756152,0.0004680719,0.0004608622,0.004578263,0.0001033693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589732,0.02089289,0.0004612465,0.009664298,0.0008236256,0.002262174,0.001238,0.00004131184,0.005643359],"genre_scores_gemma":[0.9948902,0.002092589,0.0006913985,0.00093978,0.0002796498,0.0005567477,0.0002495961,0.000006468402,0.0002935665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546462,"threshold_uncertainty_score":0.2890155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06391764763441207,"score_gpt":0.441978599642666,"score_spread":0.378060952008254,"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."}}