{"id":"W4323351321","doi":"10.1093/jcag/gwac036.291","title":"A291 CLINICAL OUTCOMES IN PATIENTS WITH MODERATE TO SEVERE PANCREATITIS AND PANCREATIC COLLECTIONS: A RETROSPECTIVE COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Retrospective cohort study; Percutaneous; Acute pancreatitis; Pancreatitis; Endoscopic ultrasound; Logistic regression; Cohort; Intensive care unit; Internal medicine; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009764024,0.0003555118,0.0005750873,0.001170451,0.0007895856,0.0009114224,0.000443538,0.0004759194,0.002130319],"category_scores_gemma":[0.002508071,0.0004611087,0.0006610671,0.002086756,0.0003956621,0.0009252602,0.0007982996,0.0005745079,0.000442237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006832152,"about_ca_system_score_gemma":0.0007833791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008417175,"about_ca_topic_score_gemma":0.009489805,"domain_scores_codex":[0.9989974,0.0001839213,0.0001868012,0.0002516941,0.0001855837,0.000194649],"domain_scores_gemma":[0.9978237,0.000288886,0.0009977459,0.0001790273,0.0002360334,0.0004746175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000551681,0.00002553436,0.9994543,0.000006029146,0.00001707958,0.0001304198,0.00005634301,0.000007173718,0.00003364918,0.000004936272,0.00004203998,0.0001672381],"study_design_scores_gemma":[0.00001445456,0.0002301576,0.9980071,0.0000111541,0.00002662729,0.0009149855,0.0005013926,0.00007932848,0.00002816154,0.00001314526,0.0001673149,0.00000627119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999036,0.0001041851,0.00004526412,0.00002083821,0.000005076034,0.00003073632,0.0004877423,0.000001814504,0.0002684332],"genre_scores_gemma":[0.9993362,0.00006142069,0.00004205711,0.00002264759,0.000009541274,0.00003221667,0.0004355226,0.000001234266,0.00005924598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008417175,"threshold_uncertainty_score":0.01673639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009393106798486518,"score_gpt":0.262725459304306,"score_spread":0.2533323525058195,"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."}}