{"id":"W2980718873","doi":"10.1007/s00261-019-02236-4","title":"CT imaging, classification, and complications of acute pancreatitis","year":2019,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Acute pancreatitis; Medicine; Hepatology; Pancreatitis; Computed tomography; Radiology; Internal medicine","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":[0.0001283202,0.0002982705,0.002190314,0.000202624,0.00005521499,0.000003542819,0.0001134441,0.0001609925,0.00008097244],"category_scores_gemma":[0.00004933096,0.0002319398,0.000273261,0.0001232051,0.0004721996,0.00002638298,0.00004119642,0.0002525478,0.0001588813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008213152,"about_ca_system_score_gemma":0.0002579101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002990974,"about_ca_topic_score_gemma":0.000001516112,"domain_scores_codex":[0.9985068,0.0001952782,0.0005504761,0.0004605293,0.00006914457,0.0002177722],"domain_scores_gemma":[0.998461,0.0003611578,0.0004190668,0.0005890652,0.00007588544,0.00009380331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003780557,0.0001430853,0.01601698,0.004588263,0.001950051,0.0005100734,0.00004204937,1.736345e-8,0.00002015565,0.007098926,0.002082824,0.9675097],"study_design_scores_gemma":[0.001153167,0.000373125,0.04123854,0.003013537,0.01631806,0.06156785,0.00001295306,0.0000137958,0.000003497197,0.0001739073,0.8758685,0.0002630651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004180464,0.9904724,0.0001260505,0.0001695569,0.0001201621,0.000882623,0.0002100797,0.00002630302,0.007574806],"genre_scores_gemma":[0.002298756,0.9942471,0.001454553,0.00009859205,0.00006297677,0.0002287035,0.0008036767,0.00003049201,0.0007750957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9672467,"threshold_uncertainty_score":0.9458233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924180709757156,"score_gpt":0.3626475401870038,"score_spread":0.3134057330894323,"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."}}