{"id":"W2404417781","doi":"10.1097/mpa.0000000000000477","title":"The Atlanta Classification, Revised Atlanta Classification, and Determinant-Based Classification of Acute Pancreatitis","year":2015,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Odds ratio; Confidence interval; dBc; Internal medicine; Logistic regression; Receiver operating characteristic; Intensive care unit; Atlanta; Gastroenterology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007051001,0.000301674,0.0005891186,0.0001248985,0.0002941716,0.00004236132,0.0001987779,0.0002211298,0.00001998485],"category_scores_gemma":[0.0004025549,0.0002120395,0.0001205116,0.0003158195,0.0005529036,0.0001204274,0.0000376478,0.0002044262,0.00007546334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551658,"about_ca_system_score_gemma":0.0004017631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587274,"about_ca_topic_score_gemma":0.00004720806,"domain_scores_codex":[0.997723,0.0002969934,0.0006724127,0.0005343233,0.0004039583,0.0003693189],"domain_scores_gemma":[0.9973088,0.0003921488,0.0004749297,0.0009907257,0.0005022232,0.0003311888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009518437,0.0002838943,0.9542841,0.00009475459,0.0003637476,0.00009295727,0.0002332721,3.242777e-7,0.01811417,0.009373079,0.005499889,0.01070799],"study_design_scores_gemma":[0.003054259,0.0004119526,0.9803317,0.0001770532,0.001154772,0.0005122935,0.0002280511,0.002334597,0.002738199,0.0003939298,0.008448949,0.0002143005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773082,0.001954492,0.0007155964,0.003639982,0.0001358101,0.001069373,0.0001115682,0.000132806,0.01493217],"genre_scores_gemma":[0.9939505,0.002260771,0.001278567,0.0001996329,0.0001283697,0.0002821326,0.000469346,0.00003721944,0.001393455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604757,"threshold_uncertainty_score":0.8646721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623128399283196,"score_gpt":0.3056373294520253,"score_spread":0.2594060454591934,"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."}}