{"id":"W2801455814","doi":"10.21037/ls.2018.04.07","title":"Minimally invasive pancreaticoduodenectomy for periampullary disease: it’s time for a randomized control trial!","year":2018,"lang":"en","type":"article","venue":"Laparoscopic Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreaticoduodenectomy; Medicine; General surgery; Laparoscopy; Randomized controlled trial; Abdominal surgery; Periampullary cancer; Surgery; Resection","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":[0.04005167,0.001534527,0.008030969,0.0007507674,0.001121604,0.004790675,0.001508168,0.0102143,0.007888416],"category_scores_gemma":[0.06544708,0.000844741,0.009458337,0.001287853,0.003053447,0.006412538,0.001165193,0.009457556,0.001142611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673226,"about_ca_system_score_gemma":0.003154777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050888,"about_ca_topic_score_gemma":0.002619593,"domain_scores_codex":[0.9763213,0.01861853,0.002184293,0.0009032418,0.001386515,0.0005861559],"domain_scores_gemma":[0.9615777,0.02744428,0.003928395,0.002985446,0.002061336,0.002002758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6780885,0.006009645,0.004531752,0.03341296,0.03063431,0.0002721791,0.0006449213,0.001307328,0.002454604,0.01687586,0.06556849,0.1601993],"study_design_scores_gemma":[0.9041354,0.0242289,0.003281653,0.01167329,0.01085539,0.0001087687,0.000289756,0.00149155,0.0004259328,0.01130859,0.0320368,0.0001639258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.128459,0.357961,0.01670576,0.3342438,0.1372275,0.01627335,0.002402863,0.0008325106,0.005894321],"genre_scores_gemma":[0.5352101,0.06618667,0.05350207,0.2339794,0.05548179,0.0423105,0.002268316,0.0003872466,0.01067386],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04005167,"threshold_uncertainty_score":0.211816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549719150435234,"score_gpt":0.3376565687578522,"score_spread":0.3021593772534998,"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."}}