{"id":"W2909414452","doi":"10.1159/000496509","title":"Management of Pancreatic Cystic Lesions","year":2019,"lang":"en","type":"review","venue":"Digestive Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Malignancy; General surgery; Radiological weapon; Intensive care medicine; Pancreatic cancer; Surgery; Cancer; Pathology; 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":[0.0005406074,0.0005797493,0.0009274658,0.002496022,0.0002685857,0.0009577747,0.0007869491,0.0008677036,0.001169274],"category_scores_gemma":[0.001986047,0.0001510339,0.0004761386,0.0012883,0.0004915159,0.001182476,0.0005835471,0.001108948,0.0007728773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714709,"about_ca_system_score_gemma":0.001127472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009087944,"about_ca_topic_score_gemma":0.001253976,"domain_scores_codex":[0.9997029,0.00006813506,0.00005259308,0.0000469179,0.0001019345,0.00002762123],"domain_scores_gemma":[0.9994148,0.0002248383,0.0001686069,0.000019174,0.0001260823,0.00004654585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005764646,0.000035585,0.002069367,0.01729793,0.0001318909,0.00299332,0.00009989124,0.0005289838,0.001367496,0.001305536,0.02132678,0.9527856],"study_design_scores_gemma":[0.00006687789,0.0001708686,0.01388897,0.02993038,0.0005235291,0.1271457,0.0006114193,0.0005518306,0.003040407,0.005702034,0.8182901,0.00007785417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007154802,0.9964073,0.0003689257,0.000749616,0.0001891193,0.000006989767,0.00001766458,0.00001447145,0.001530357],"genre_scores_gemma":[0.009606252,0.9878605,0.0007464249,0.0006879495,0.0006553856,0.000009584102,0.00008597597,0.00000426423,0.0003436719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002496022,"threshold_uncertainty_score":0.003911555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479648865171959,"score_gpt":0.4148669649211134,"score_spread":0.2669020784039175,"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."}}