{"id":"W3108445874","doi":"10.17235/reed.2020.7372/2020","title":"ENDOSCOPIC MANAGEMENT OF LOCAL COMPLICATIONS OF CHRONIC PANCREATITIS.","year":2020,"lang":"es","type":"review","venue":"Revista Española de Enfermedades Digestivas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatitis; Medicine; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003820129,0.001086059,0.004800329,0.0003425106,0.0001456919,0.0000423304,0.000689908,0.0006338162,0.0004007706],"category_scores_gemma":[0.0001414063,0.0009754636,0.001036947,0.0008793212,0.001642523,0.00008816492,0.0003277823,0.0008325534,0.0003611976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349923,"about_ca_system_score_gemma":0.001603915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008109268,"about_ca_topic_score_gemma":0.000002479534,"domain_scores_codex":[0.9946268,0.0007276087,0.00208905,0.001101617,0.0006018751,0.0008530301],"domain_scores_gemma":[0.9955549,0.0006825756,0.00149665,0.001537596,0.0002185577,0.0005097475],"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":[0.00008040832,0.001617151,0.02135321,0.1570787,0.006612568,0.002532887,0.0002248121,0.00001134584,0.0001540297,0.155385,0.0002753793,0.6546746],"study_design_scores_gemma":[0.003471953,0.002439942,0.1104229,0.1781916,0.02332825,0.001011765,0.0002084946,0.00004314086,0.001025596,0.0001774383,0.6787644,0.0009145516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001629991,0.9742736,0.006036185,0.0001922618,0.0001343466,0.003146305,0.0007918337,0.0001017202,0.01369373],"genre_scores_gemma":[0.3004875,0.696326,0.001376139,0.00003583559,0.0001667597,0.0004206687,0.0006715691,0.0001052816,0.0004102715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.678489,"threshold_uncertainty_score":0.9992696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320826253403771,"score_gpt":0.3313562372043502,"score_spread":0.2981479746703125,"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."}}