{"id":"W4313213874","doi":"10.1097/01.cdr.0000905604.58810.59","title":"Imaging Features of Acute Pancreatitis and the Revised Atlanta Classification System","year":2022,"lang":"en","type":"article","venue":"Contemporary Diagnostic Radiology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Atlanta; Phlegmon; Gallstones; General surgery; Intensive care medicine; Pancreatitis; Abscess; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705343,0.0008337449,0.0006721116,0.00718796,0.0003639216,0.001359456,0.0008289831,0.0006739291,0.002460082],"category_scores_gemma":[0.007203616,0.0002296341,0.000568973,0.002989332,0.0008182364,0.001583869,0.001028484,0.001090541,0.0008963768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008884286,"about_ca_system_score_gemma":0.001019296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00547495,"about_ca_topic_score_gemma":0.003289901,"domain_scores_codex":[0.9988458,0.00026707,0.000230488,0.0001022852,0.0003560981,0.000198109],"domain_scores_gemma":[0.9973901,0.0003003129,0.0007745204,0.00008617321,0.001092135,0.0003568512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006057272,0.0001494615,0.6408934,0.000841291,0.0003438323,0.01470501,0.0006564734,0.002879296,0.003244926,0.01959702,0.1286674,0.1874162],"study_design_scores_gemma":[0.00008677642,0.0002980157,0.7048795,0.003170724,0.0003598016,0.1050849,0.0009346563,0.005481202,0.0008316269,0.01445279,0.1641514,0.0002685684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3798355,0.3170921,0.03543304,0.02981444,0.004671883,0.001078471,0.007182906,0.0007667149,0.2241249],"genre_scores_gemma":[0.8633034,0.07762039,0.03283311,0.004205132,0.003995425,0.000459952,0.008631065,0.0001174158,0.008834111],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00718796,"threshold_uncertainty_score":0.01088619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433778954404808,"score_gpt":0.2519136788402181,"score_spread":0.2375758892961701,"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."}}