{"id":"W2080202537","doi":"10.1016/j.ijsu.2014.06.006","title":"Is emergent laparoscopic cholecystectomy for acute cholecystitis safe in a low volume resource poor setting?","year":2014,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Acute cholecystitis; Cholecystitis; Laparoscopic cholecystectomy; Cholecystectomy; General surgery; Surgery; Gallbladder; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995781,0.0001080045,0.0002094041,0.0003874944,0.0006735544,0.000906159,0.0003547505,0.0003247348,0.002583788],"category_scores_gemma":[0.008589488,0.0001001195,0.00008651697,0.0004760381,0.0005470797,0.0004282532,0.0005894189,0.0003001158,0.0002505594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006522814,"about_ca_system_score_gemma":0.00186056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317105,"about_ca_topic_score_gemma":0.0245601,"domain_scores_codex":[0.9994037,0.0002153819,0.00006258815,0.00002502083,0.0001038829,0.0001895074],"domain_scores_gemma":[0.9953242,0.0008419956,0.002441541,0.00009095169,0.0004458292,0.00085559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002019729,0.0001078435,0.9824104,0.00022234,0.00001965604,0.001834443,0.0006706071,0.00006438037,0.0003027543,0.00007047266,0.000695587,0.01339961],"study_design_scores_gemma":[0.00004449091,0.0003985917,0.9828622,0.0004415196,0.00003487698,0.003896874,0.00990789,0.0002601159,0.000148575,0.0002629026,0.001728653,0.00001327219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948048,0.0008270936,0.00008550737,0.001878789,0.00001509796,0.0000217507,0.0001273595,0.000004418535,0.002235175],"genre_scores_gemma":[0.9988632,0.0006483221,0.00009651563,0.0002277267,0.00002943266,0.00001340691,0.00006012743,0.000001585575,0.00005964597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317105,"threshold_uncertainty_score":0.02618879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509857164872594,"score_gpt":0.2981244028162968,"score_spread":0.2830258311675709,"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."}}