{"id":"W1969123924","doi":"10.1097/ta.0b013e31815edea1","title":"Cholecystitis After Trauma","year":2009,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Medicine; Cholecystitis; Cholecystectomy; Intensive care unit; Incidence (geometry); Exacerbation; Gallbladder; Complication; Retrospective cohort study; Medical diagnosis; General surgery; Surgery; Intensive care medicine; Internal medicine; Radiology","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":[0.0002430994,0.0001467253,0.0002683445,0.000110019,0.0001532416,0.00004201787,0.00006220054,0.00009723278,0.0002410803],"category_scores_gemma":[0.0001560122,0.00009246951,0.0001641163,0.0001423618,0.0001943584,0.0001589781,0.000008209508,0.000425185,0.00000625411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001931,"about_ca_system_score_gemma":0.00004511427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003770562,"about_ca_topic_score_gemma":0.00003002426,"domain_scores_codex":[0.998946,0.00008162834,0.0003471905,0.0001039415,0.0002973039,0.0002239497],"domain_scores_gemma":[0.9990597,0.00006693935,0.00004848301,0.0001437622,0.0004801912,0.000200933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01010844,0.002785837,0.1609904,0.001547564,0.000535432,0.0005475292,0.02417137,0.00001470737,0.005541055,0.003658602,0.0433172,0.7467819],"study_design_scores_gemma":[0.001976412,0.005932463,0.9696783,0.0002111815,0.000816625,0.002764585,0.002579857,0.000004677904,0.002134856,0.003315553,0.0103705,0.0002149424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872398,0.003135967,0.0002378022,0.005209316,0.0003524042,0.0001258879,0.0000085254,0.00002213599,0.003668101],"genre_scores_gemma":[0.9971665,0.0004064952,0.00005575729,0.00179437,0.0005186657,0.00000175872,0.000001868997,0.00001093821,0.00004365349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.808688,"threshold_uncertainty_score":0.3770797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065453400408522,"score_gpt":0.2995050007891904,"score_spread":0.2888504667851052,"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."}}