{"id":"W1979897497","doi":"10.1053/j.gastro.2015.02.035","title":"Management of Pancreatic Cysts in an Evidence-Based World","year":2015,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Real world evidence; Medicine; Business; 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":[0.003370413,0.0003856305,0.0009799177,0.0009269379,0.002729964,0.003875551,0.001428851,0.02595914,0.003360463],"category_scores_gemma":[0.03210984,0.000468439,0.0008626337,0.0008257432,0.002918889,0.005567419,0.002333823,0.02153716,0.001563091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603066,"about_ca_system_score_gemma":0.003053929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135102,"about_ca_topic_score_gemma":0.003384584,"domain_scores_codex":[0.9958037,0.001496304,0.0008510571,0.0003182671,0.001127839,0.0004029463],"domain_scores_gemma":[0.9863809,0.006650794,0.001858072,0.0004100285,0.001914463,0.002785828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001672784,0.000246723,0.01499968,0.0005936583,0.00009270343,0.07532077,0.0006091846,0.0006047353,0.0007858066,0.01161277,0.8275719,0.06739469],"study_design_scores_gemma":[0.0003766841,0.0003682189,0.00926877,0.004003981,0.0001596985,0.1738202,0.002448929,0.002288864,0.0009040509,0.05747005,0.7487378,0.0001528039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001654029,0.004219058,0.0001744578,0.9840741,0.006449075,0.000006598281,0.00001416225,0.000009769807,0.003398805],"genre_scores_gemma":[0.04322143,0.00922046,0.001640677,0.8373038,0.1048052,0.00003052965,0.00005926951,0.00002469086,0.003693896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02595914,"threshold_uncertainty_score":0.02614224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08450089941949666,"score_gpt":0.3627437422459737,"score_spread":0.278242842826477,"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."}}