{"id":"W2995431312","doi":"10.3791/60301","title":"Robotic Lateral Pancreaticojejunostomy for Chronic Pancreatitis","year":2019,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatitis; Pancreatic duct; Anastomosis; Gastroduodenal artery; Surgery; Pancreas; Artery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001670712,0.0003774063,0.0003702491,0.0003983273,0.000422877,0.0004458801,0.0002403558,0.0003655637,0.001389688],"category_scores_gemma":[0.0003038841,0.0001423513,0.0007663125,0.0003183627,0.0003623787,0.0006020388,0.0005848971,0.0006947145,0.0003763084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775508,"about_ca_system_score_gemma":0.0004293126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231001,"about_ca_topic_score_gemma":0.0004512185,"domain_scores_codex":[0.9999173,0.00001392953,0.00001156638,0.00001236488,0.0000152464,0.00002965083],"domain_scores_gemma":[0.9998879,0.00001931735,0.00003361857,0.00001135385,0.000005254694,0.000042532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.007874283,0.001567431,0.1102981,0.002537137,0.0005333856,0.1070061,0.0005897487,0.002095645,0.1495193,0.001612787,0.005334983,0.6110312],"study_design_scores_gemma":[0.001596254,0.01205817,0.1882399,0.0006667788,0.0005829191,0.7017645,0.0005032343,0.00880512,0.02932074,0.002189188,0.05411855,0.0001546738],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514533,0.02486608,0.01573775,0.0008200392,0.000179231,0.00006635084,0.0001046616,0.0003250962,0.006447507],"genre_scores_gemma":[0.9836705,0.00627986,0.007542156,0.0004602733,0.0002436344,0.00006589919,0.0002089974,0.00002486408,0.001503775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389688,"threshold_uncertainty_score":0.004648924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04254153712610202,"score_gpt":0.4653339393422907,"score_spread":0.4227924022161886,"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."}}