{"id":"W1859131501","doi":"10.1148/radiol.2015150731","title":"Severe Acute Pancreatitis: Is Organ Failure Enough?","year":2015,"lang":"en","type":"letter","venue":"Radiology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Acute pancreatitis; Pancreatitis; Internal medicine; Gastroenterology; General surgery","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":[0.002395244,0.0007337127,0.001720915,0.0008077987,0.00339919,0.003920261,0.001510934,0.04960638,0.006065224],"category_scores_gemma":[0.02019064,0.0007289665,0.001417535,0.0007644573,0.003055156,0.005370976,0.002162321,0.03469472,0.003435424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004106968,"about_ca_system_score_gemma":0.003314314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215966,"about_ca_topic_score_gemma":0.005804392,"domain_scores_codex":[0.9975096,0.001009988,0.000390075,0.0002518951,0.0004380444,0.0004004344],"domain_scores_gemma":[0.9950128,0.002284085,0.0004954991,0.0001676067,0.0006745224,0.001365496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000266743,0.0001952304,0.01115544,0.00022002,0.00009361442,0.07250568,0.000511647,0.0003353334,0.0004140416,0.01071589,0.8785586,0.02502779],"study_design_scores_gemma":[0.0006117856,0.0004921671,0.01270987,0.003064219,0.0002153655,0.114759,0.003115832,0.002840173,0.0006571406,0.05825792,0.8029498,0.0003265842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001247734,0.001846332,0.0001126207,0.9856668,0.007063563,0.000007727114,0.00002250835,0.00001278579,0.00401988],"genre_scores_gemma":[0.02576962,0.004457412,0.0005622592,0.867887,0.09559472,0.00002648602,0.0000501682,0.00002384011,0.005628655],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04960638,"threshold_uncertainty_score":0.02979827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500899089906038,"score_gpt":0.2610348394425532,"score_spread":0.2460258485434929,"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."}}