{"id":"W2316712258","doi":"10.1097/ta.0b013e31827890e1","title":"Cholecystostomy","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cholecystectomy; Cholecystostomy; Cohort; Retrospective cohort study; Emergency medicine; Population; Cholecystitis; Emergency department; General surgery; Intensive care unit; Endoscopic retrograde cholangiopancreatography; Acute cholecystitis; Gallbladder; Surgery; Intensive care medicine; Internal medicine; Pancreatitis","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":[0.0003862026,0.0001100548,0.0002065754,0.00008547583,0.0001699922,0.00001999038,0.00004946396,0.00007472486,0.0001620615],"category_scores_gemma":[0.0002209541,0.00006592401,0.0001165417,0.0001170487,0.0001979044,0.0001975371,0.00001488212,0.0003669147,0.000008923761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485185,"about_ca_system_score_gemma":0.00004156853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004159197,"about_ca_topic_score_gemma":0.000008473503,"domain_scores_codex":[0.9991048,0.00008627125,0.0002646036,0.00005720646,0.0002492728,0.0002378481],"domain_scores_gemma":[0.9990952,0.00009642931,0.00004820265,0.0001172309,0.0004037663,0.0002391764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002261511,0.001720589,0.8344836,0.001477711,0.0004401677,0.00003002951,0.02129102,0.000003447098,0.006666556,0.00529425,0.0452144,0.08111673],"study_design_scores_gemma":[0.002209635,0.002917078,0.9178347,0.0001634356,0.001354608,0.004048718,0.00981166,0.000003054687,0.00406196,0.0009697209,0.05636682,0.0002586129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883581,0.004351293,0.0002092893,0.00197581,0.000614829,0.00010098,0.000004487783,0.00001643235,0.004368727],"genre_scores_gemma":[0.998158,0.0003120707,0.00004264375,0.0006581721,0.0007781889,0.000001376239,0.000001529437,0.00001225523,0.00003581122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08335111,"threshold_uncertainty_score":0.2688303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752711536197219,"score_gpt":0.3204669140273351,"score_spread":0.3029397986653629,"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."}}