{"id":"W4402927745","doi":"10.20517/2574-1225.2023.123","title":"Minimally invasive left pancreatectomy for pancreatic ductal adenocarcinoma: review of the current literature","year":2024,"lang":"en","type":"article","venue":"Mini-invasive 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":"Pancreatic ductal adenocarcinoma; Medicine; Pancreatectomy; General surgery; Adenocarcinoma; Distal pancreatectomy; Pancreas; Radiology; Pancreatic cancer; Internal medicine; Cancer","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":[0.002463882,0.001015587,0.003852085,0.007312024,0.0003853552,0.001473251,0.001589506,0.001316876,0.003527729],"category_scores_gemma":[0.008022062,0.0005664699,0.003296298,0.009402791,0.0006092588,0.001584225,0.0007882636,0.0007008454,0.000506832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092292,"about_ca_system_score_gemma":0.003782543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812926,"about_ca_topic_score_gemma":0.005376366,"domain_scores_codex":[0.9983231,0.0002804158,0.000861774,0.0002035567,0.0002765466,0.00005455927],"domain_scores_gemma":[0.991551,0.006340705,0.001269123,0.0001163773,0.0006226886,0.0001001174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223962,0.00004636161,0.0008796095,0.7698026,0.002469519,0.000372175,0.0001886211,0.0001692213,0.0004635345,0.0004017284,0.005539759,0.2194428],"study_design_scores_gemma":[0.0002025514,0.0007223547,0.01164649,0.7840971,0.04314436,0.005449744,0.0005355906,0.0002262244,0.000617441,0.001284248,0.1519774,0.00009659286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002934735,0.9992955,0.00004548834,0.0001046039,0.00004879595,0.00001690368,0.00005096537,0.00000316451,0.0001410127],"genre_scores_gemma":[0.002070005,0.9974161,0.0001296028,0.0001783519,0.00008549741,0.00002878956,0.00005212614,0.000001566015,0.00003799664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007312024,"threshold_uncertainty_score":0.01303041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747131379846307,"score_gpt":0.3267437923857695,"score_spread":0.2892724785873064,"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."}}