{"id":"W2328277626","doi":"10.1177/1742271x14546181","title":"My patient has got abdominal pain: identifying biliary problems","year":2014,"lang":"en","type":"review","venue":"Ultrasound","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Ottawa Hospital; Saint John Regional Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Abdominal pain; Ultrasound; Gallbladder; Quadrant (abdomen); Cholecystitis; Radiology; Ultrasonography; Sepsis; Point of care ultrasound; Point of care; General surgery; Emergency medicine; Surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009325224,0.0007149825,0.002209215,0.0002982736,0.0002000399,0.0001725079,0.0002918158,0.0004648987,0.0006454941],"category_scores_gemma":[0.0007988102,0.000527065,0.001001274,0.0003948535,0.0002414162,0.00008241269,0.00006571434,0.000798423,0.0005926232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689326,"about_ca_system_score_gemma":0.0004802035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007473716,"about_ca_topic_score_gemma":0.00003082509,"domain_scores_codex":[0.9964696,0.0003816189,0.001058045,0.0008272119,0.0006178801,0.0006456998],"domain_scores_gemma":[0.9974571,0.0008439506,0.0004346516,0.0008451004,0.0001240436,0.000295121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000145682,0.0002557139,0.00007159178,0.04209544,0.0003799926,0.00003874217,0.0004085308,4.822106e-7,0.00001053423,0.00001404755,0.02102806,0.9356823],"study_design_scores_gemma":[0.0004330894,0.00035044,0.00001754744,0.01824008,0.001736963,0.0005397203,0.0002080335,0.000002553396,0.00000203228,0.0000955464,0.977828,0.0005460143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005402648,0.9934363,0.0003852433,0.00008940183,0.0006387408,0.002306495,0.00003322321,0.0001453054,0.002911231],"genre_scores_gemma":[0.0004664766,0.9961025,0.0004534438,0.0004384189,0.000518101,0.0002997747,0.0007267719,0.0001445296,0.0008500002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567999,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801272397202171,"score_gpt":0.3105549874707618,"score_spread":0.25254226349874,"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."}}