{"id":"W2025658180","doi":"10.1097/sla.0b013e3182128869","title":"Laparoscopic Versus Open Left Pancreatectomy","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatic fistula; Perioperative; Splenectomy; Body mass index; Pancreatectomy; Surgery; Concomitant; Distal pancreatectomy; General surgery; Internal medicine; Gastroenterology; Pancreas","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":[0.0007984271,0.0001393355,0.0004004038,0.0002801282,0.0001289395,0.0004580598,0.0001576287,0.0001190684,0.003114606],"category_scores_gemma":[0.003248543,0.00006494841,0.0003485966,0.0002429225,0.0002568401,0.0004214835,0.0004628885,0.0002684278,0.0002474142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161164,"about_ca_system_score_gemma":0.0003187955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622355,"about_ca_topic_score_gemma":0.0004155645,"domain_scores_codex":[0.9995769,0.0001388122,0.00005046032,0.00007336852,0.00009255653,0.00006793417],"domain_scores_gemma":[0.9975953,0.001237366,0.0006794368,0.00009807997,0.00008369972,0.000306214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05705024,0.001201267,0.6281739,0.001110554,0.001029612,0.001262055,0.0001996092,0.002119946,0.005118766,0.00071088,0.001581066,0.300442],"study_design_scores_gemma":[0.004725956,0.04015321,0.9215666,0.0006570301,0.001597361,0.01216747,0.0008584948,0.005660665,0.004462222,0.001764432,0.006323672,0.00006283639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944781,0.002378672,0.001068627,0.0001602055,0.00006843948,0.00002477298,0.0001597852,0.00001976186,0.001641603],"genre_scores_gemma":[0.9986336,0.0004771657,0.0003580714,0.0001262858,0.00009468388,0.00002263977,0.0001495127,0.000005032242,0.0001331358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114606,"threshold_uncertainty_score":0.01041943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.580732914266038,"score_gpt":0.4583960909438591,"score_spread":0.1223368233221789,"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."}}