{"id":"W2127511966","doi":"10.1111/j.1553-2712.2011.01012.x","title":"Emergency Physician–performed Ultrasound to Diagnose Cholelithiasis: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Saint John Regional Hospital; Dalhousie University; Alberta Health Services","funders":"","keywords":"Medicine; Emergency physician; Emergency ultrasound; Ultrasound; Emergency department; Emergency medicine; Radiology; Medical emergency; General surgery; Nursing","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":[0.01396508,0.001628751,0.01084307,0.01236411,0.0006881115,0.002862982,0.002094507,0.002214841,0.003630913],"category_scores_gemma":[0.07175218,0.001425426,0.009304262,0.01182508,0.001101054,0.002574798,0.001488136,0.001243451,0.000288814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004164326,"about_ca_system_score_gemma":0.009135323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008452346,"about_ca_topic_score_gemma":0.02223342,"domain_scores_codex":[0.9863119,0.004780842,0.005366014,0.001040459,0.002173429,0.0003274342],"domain_scores_gemma":[0.9132828,0.06423929,0.01528259,0.0008963222,0.005744065,0.0005550393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003721944,0.00002373943,0.002835677,0.9578552,0.02431926,0.00009082732,0.0001521546,0.0000729937,0.00007723301,0.0000676862,0.0006500137,0.01348312],"study_design_scores_gemma":[0.0006955035,0.0003271137,0.01249509,0.7856318,0.194681,0.0004341984,0.0002791586,0.0001957099,0.0001652554,0.0001499627,0.004901872,0.00004333807],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00279196,0.9958331,0.0001434925,0.0001915261,0.00007809408,0.0004813458,0.0003119331,0.000008424947,0.0001601516],"genre_scores_gemma":[0.06543949,0.9297603,0.00129841,0.0009280465,0.0001833206,0.001798564,0.0004393686,0.0000118529,0.0001406406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01396508,"threshold_uncertainty_score":0.07385534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968277358424551,"score_gpt":0.3936892080134076,"score_spread":0.314006434429162,"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."}}