{"id":"W2043471331","doi":"10.1097/mpa.0b013e3181a9f12a","title":"Emphysematous Pancreatitis","year":2009,"lang":"fr","type":"review","venue":"Pancreas","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Pancreatitis; Necrotizing pancreatitis; Context (archaeology); Acute pancreatitis; Intensive care unit; Intensive care medicine; General surgery; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003186069,0.00128256,0.003990696,0.0002840576,0.0003093982,0.0001127262,0.0001586479,0.0007218576,0.006050039],"category_scores_gemma":[0.0003258904,0.001053106,0.001839025,0.0005431921,0.0001838011,0.000126735,0.00006893693,0.000624695,0.01170451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139755,"about_ca_system_score_gemma":0.001545733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007842984,"about_ca_topic_score_gemma":0.00001205645,"domain_scores_codex":[0.9952587,0.0003282122,0.001332935,0.001098928,0.0006865942,0.001294594],"domain_scores_gemma":[0.9962631,0.0002526447,0.0007527641,0.001322973,0.0002654886,0.001143057],"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":[0.0000292831,0.001346296,0.003668679,0.0181939,0.002638126,0.03077437,0.00003557172,4.647184e-7,8.000493e-7,0.001908735,0.00461582,0.936788],"study_design_scores_gemma":[0.001122676,0.000519846,0.003963807,0.04014511,0.01886822,0.02539802,0.00001062842,0.000006792957,0.00000529332,0.0003050065,0.9088213,0.0008333196],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007356941,0.8428767,0.00002136955,0.00004711074,0.001757587,0.001862697,0.0002423848,0.0002262705,0.1522301],"genre_scores_gemma":[0.004714375,0.9693685,0.0001573241,0.0003440752,0.003544292,0.0002900852,0.001241659,0.00019071,0.02014896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9359546,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477018518950529,"score_gpt":0.3188165814535067,"score_spread":0.2940463962640014,"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."}}