{"id":"W2768607419","doi":"10.1136/ebmed-2016-110633","title":"Don’t put off until tomorrow what you can do today: Early cholecystectomy is cost-effective in symptomatic cholelithiasis requiring hospitalization","year":2017,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Acute cholecystitis; Biliary colic; Cholecystectomy; Cholecystitis; General surgery; Laparoscopic cholecystectomy; Gallbladder; Bile duct; Population; Randomized controlled trial; Emergency surgery; Clinical trial; Surgery; Internal 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004787559,0.0008206993,0.001790922,0.00121059,0.002049647,0.00231218,0.00215837,0.03109253,0.01294795],"category_scores_gemma":[0.04608523,0.000613661,0.001559972,0.001110564,0.001978735,0.004201579,0.0008701108,0.02963088,0.01000536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141151,"about_ca_system_score_gemma":0.004052707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008079858,"about_ca_topic_score_gemma":0.008831764,"domain_scores_codex":[0.9967169,0.001408824,0.0005147949,0.0003052892,0.0007811737,0.0002729266],"domain_scores_gemma":[0.9809971,0.01180487,0.001113413,0.0003979702,0.004141641,0.001545029],"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":[0.0001688391,0.00003333185,0.0006618865,0.0001627452,0.00003200205,0.0006998222,0.00007882657,0.00003809166,0.00007891495,0.0009145338,0.9882714,0.008859533],"study_design_scores_gemma":[0.001181599,0.0003288175,0.003893881,0.003405042,0.0002602979,0.004125004,0.0009277634,0.0008288507,0.0005112858,0.01488447,0.9694445,0.0002084838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002964282,0.001714062,0.00003282374,0.9822471,0.01461559,0.00001088171,0.00009189978,0.00001385123,0.0009774596],"genre_scores_gemma":[0.003830083,0.0027169,0.0001031205,0.9308938,0.06030246,0.00004028473,0.00005287163,0.00001872107,0.002041678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03109253,"threshold_uncertainty_score":0.04331517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211777933893063,"score_gpt":0.3050712658897464,"score_spread":0.2729534865508157,"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."}}