{"id":"W2088359223","doi":"","title":"Acute Emphasematous Cholecystitis","year":2014,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cholecystitis; Cholecystectomy; Gallbladder; Perforation; Abdominal pain; Lumen (anatomy); Radiology; Epigastric pain; Surgery; Gangrene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003164103,0.0001122547,0.0004485592,0.000227685,0.00004593886,0.00001955929,0.00002118139,0.00003282697,0.0001499379],"category_scores_gemma":[0.0001393611,0.00007918909,0.0004433752,0.0001012128,0.00002531886,0.0001005067,0.000008344447,0.0001442638,0.00002910232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006565793,"about_ca_system_score_gemma":0.000221954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001069688,"about_ca_topic_score_gemma":1.697501e-7,"domain_scores_codex":[0.9988649,0.00003584022,0.0005066947,0.00008586873,0.0003420642,0.0001646645],"domain_scores_gemma":[0.9987765,0.0001053913,0.0004518088,0.0001414402,0.0002592614,0.0002655922],"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":[0.0005248099,0.002740626,0.6554579,0.0003592971,0.001564011,0.01130453,0.00006912143,0.000005581225,0.0004482202,0.0003039966,0.07241641,0.2548056],"study_design_scores_gemma":[0.007808294,0.001082206,0.2960068,0.003359505,0.004646139,0.09062082,0.0000182788,0.00007295602,0.006941162,0.0007827836,0.5880517,0.000609314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99292,0.001849626,0.0007681259,0.0001715463,0.002385045,0.00007236861,0.000004657115,0.00001905391,0.001809513],"genre_scores_gemma":[0.9985884,0.0004970579,0.00002225575,0.0001291437,0.0006555853,0.00000200832,0.00001009261,0.00001439314,0.00008099286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5156353,"threshold_uncertainty_score":0.3229237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245779289957251,"score_gpt":0.32035100949677,"score_spread":0.2957730805010449,"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."}}