{"id":"W140269994","doi":"10.14423/smj.0000000000000241","title":"Early Laparoscopic Cholecystectomy for Acute Cholecystitis: Is It Safe for Patients?","year":2015,"lang":"en","type":"letter","venue":"Southern Medical Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health","funders":"","keywords":"Medicine; Acute cholecystitis; Laparoscopic cholecystectomy; Cholecystectomy; General surgery; Cholecystitis; Laparoscopy; Surgery; Gallbladder","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":[0.0009919594,0.0003598728,0.0007043939,0.0005338363,0.001725787,0.001909759,0.0007008531,0.01492399,0.005793929],"category_scores_gemma":[0.01117632,0.0003089048,0.0005989319,0.0005686894,0.001534764,0.002772588,0.0006912628,0.008816049,0.001843535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311725,"about_ca_system_score_gemma":0.001474273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268697,"about_ca_topic_score_gemma":0.002498998,"domain_scores_codex":[0.9993635,0.000220813,0.00009968883,0.00005395996,0.0001144387,0.000147584],"domain_scores_gemma":[0.9970164,0.001332065,0.0004848566,0.00007733392,0.0002677644,0.0008215538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001451939,0.0005798871,0.1621851,0.0009018916,0.0001774753,0.216801,0.002084008,0.000440806,0.001966626,0.01078283,0.4733168,0.1293116],"study_design_scores_gemma":[0.001184133,0.002113262,0.1031444,0.005383451,0.0003765487,0.3897248,0.01373956,0.001351596,0.001327862,0.04061806,0.4407004,0.0003358331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0300868,0.01047108,0.000232901,0.9378117,0.006291553,0.00001592978,0.00004938602,0.00002550847,0.01501523],"genre_scores_gemma":[0.3463982,0.02588278,0.001169916,0.5103582,0.1089246,0.00005453643,0.0001246474,0.00003317893,0.007053987],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01492399,"threshold_uncertainty_score":0.0193826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085952559914264,"score_gpt":0.3068929021897336,"score_spread":0.286033376590591,"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."}}