{"id":"W1496067190","doi":"10.14740/gr662e","title":"Hypertriglyceridemia-Induced Pancreatitis: Choice of Treatment","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypertriglyceridemia; Acute pancreatitis; Medicine; Pancreatitis; Plasmapheresis; Gastroenterology; Intensive care medicine; Internal medicine; Triglyceride; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006261008,0.0001795214,0.0006097741,0.000319107,0.00007474406,0.000005188325,0.0001215011,0.0001784698,0.00009080597],"category_scores_gemma":[0.0004142775,0.0001379935,0.0001164829,0.0002100459,0.0003719688,0.0000548527,0.0000788022,0.0003136284,0.0001717414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361842,"about_ca_system_score_gemma":0.0003751109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008439816,"about_ca_topic_score_gemma":0.0001865913,"domain_scores_codex":[0.9977679,0.0005165139,0.0003203963,0.0003860276,0.0003302272,0.0006789705],"domain_scores_gemma":[0.9983943,0.0002100758,0.00006736073,0.0005314596,0.0004024902,0.0003942983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001739101,0.0005885086,0.9881918,0.00001720274,0.0002790638,0.0005093865,0.000194208,0.00000172613,0.006044809,0.00008073675,0.001020152,0.001333305],"study_design_scores_gemma":[0.01205286,0.02338381,0.9486154,0.00006863974,0.000204091,0.001781704,0.0001815078,0.00003282902,0.01168537,0.0001950083,0.001713819,0.00008494886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895122,0.0002980576,0.0000198952,0.0009002037,0.0001213691,0.0005264822,0.00002118675,0.00004588447,0.008554723],"genre_scores_gemma":[0.9975122,0.0001345194,0.0006120467,0.0001570044,0.0001519489,0.0001882622,0.00004604369,0.00002142173,0.001176585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03957639,"threshold_uncertainty_score":0.5627211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882160004494683,"score_gpt":0.4191028491145491,"score_spread":0.2308868486650808,"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."}}