{"id":"W2768467042","doi":"10.1097/01.jaa.0000525908.97848.1a","title":"Endoscopic transluminal debridement of the pancreas","year":2017,"lang":"en","type":"article","venue":"JAAPA","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Debridement (dental); Medicine; Acute pancreatitis; Pancreatitis; Necrotizing pancreatitis; Pancreas; Surgery; Necrosis; Surgical debridement; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002907814,0.001024684,0.0008269756,0.0009564215,0.0009592743,0.0008655607,0.0004730974,0.001129296,0.001258194],"category_scores_gemma":[0.001309944,0.000326205,0.0007679683,0.0006719551,0.001025354,0.001330625,0.001134476,0.001991315,0.0005658198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036507,"about_ca_system_score_gemma":0.0004453112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001773155,"about_ca_topic_score_gemma":0.0002759958,"domain_scores_codex":[0.9996933,0.00005843907,0.0000376689,0.00005818931,0.00007528741,0.00007710338],"domain_scores_gemma":[0.9996142,0.0001201272,0.00008723213,0.00005116564,0.00001834686,0.0001089064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003432354,0.0002120824,0.009674113,0.0001992465,0.0000518289,0.9376469,0.0003133204,0.0004269047,0.01786658,0.000655863,0.0005090266,0.03210087],"study_design_scores_gemma":[0.00002600165,0.0002153519,0.005104619,0.00004744059,0.00001580518,0.9863473,0.0001243466,0.0003992144,0.005165726,0.0003465901,0.002192926,0.00001477792],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201537,0.02166202,0.03112497,0.003502255,0.000755979,0.0002279597,0.00011875,0.0006171498,0.02183728],"genre_scores_gemma":[0.9855797,0.005091012,0.005384249,0.001313296,0.0005541826,0.00004094379,0.00007567243,0.00004494463,0.001916041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258194,"threshold_uncertainty_score":0.004209101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222798508808148,"score_gpt":0.2950618284574628,"score_spread":0.2728338433693813,"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."}}