{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":937,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":937,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"1b2e90536dda","filters":{"topic":"Gallbladder and Bile Duct Disorders"}},"results":[{"id":"W2116723496","doi":"10.1016/j.surg.2010.12.002","title":"Bile leakage after hepatobiliary and pancreatic surgery: A definition and grading of severity by the International Study Group of Liver Surgery","year":2011,"lang":"en","type":"article","venue":"Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1937,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Grading (engineering); Gastroenterology; Bilirubin; Perioperative; Internal medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.05450321825249595,"gpt":0.2287931630940031,"spread":0.1742899448415072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032651,0.0001443527,0.0005050581,0.000194412,0.00003838532,0.000009222061,0.00004005134,0.00005549145,0.000321732],"category_scores_gemma":[0.0002329857,0.0001042046,0.0001565552,0.0001452109,0.0001955058,0.0001345369,0.00005636566,0.000100753,0.000002709495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000130628,"about_ca_system_score_gemma":0.00005426175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097195,"about_ca_topic_score_gemma":0.00009420794,"domain_scores_codex":[0.9987791,0.0001400283,0.000425879,0.000230134,0.0002558463,0.0001690097],"domain_scores_gemma":[0.9982985,0.00120363,0.0001577939,0.0002045633,0.00006961793,0.00006594057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003387754,0.0005781885,0.9886777,0.0002036316,0.0001675528,0.00003395632,0.001074706,5.094078e-9,0.0005367575,0.000004451922,0.005075888,0.003308319],"study_design_scores_gemma":[0.0001906513,0.00005032489,0.9967023,0.0001565344,0.0001391956,0.00005400268,0.001413436,0.00001259673,0.0009556644,0.000111035,0.0001004521,0.0001138428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977557,0.001337555,0.000007848905,0.00006397753,0.0001771888,0.0002743074,0.00003758138,0.00001606661,0.0003297706],"genre_scores_gemma":[0.9987124,0.0009663533,0.0000222626,0.0001319123,0.00002660698,0.00004961212,0.00004222364,0.00001690126,0.00003179121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008024496,"threshold_uncertainty_score":0.4249341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981462833","doi":"10.5009/gnl.2012.6.2.172","title":"Epidemiology of Gallbladder Disease: Cholelithiasis and Cancer","year":2012,"lang":"en","type":"article","venue":"Gut and Liver","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1351,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Gallstones; Gallbladder cancer; Gallbladder disease; Epidemiology; Biliary sludge; Internal medicine; Obesity; Gallbladder; Disease; Gallbladder Stone; Cholecystectomy; Gastroenterology","retraction":null,"screen_n_in":null,"score":{"opus":0.03733813732866648,"gpt":0.313085489823993,"spread":0.2757473524953266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001525201,0.00008081449,0.0002116045,0.00003770801,0.00002623136,7.988907e-7,0.00001952842,0.00005122057,0.0004178362],"category_scores_gemma":[0.00008323861,0.00005890607,0.00003682322,0.00004080499,0.0001471308,0.00005964064,0.00002728679,0.00006840452,0.000005325955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005052138,"about_ca_system_score_gemma":0.00002104783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010929,"about_ca_topic_score_gemma":0.000007593138,"domain_scores_codex":[0.9994667,0.00003341176,0.0001255382,0.0001193808,0.00005736792,0.0001976686],"domain_scores_gemma":[0.9995591,0.00006388655,0.00003550046,0.0001022861,0.0000229686,0.0002162327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007637447,0.00006450419,0.9862512,0.0001257655,0.00005678813,0.000001538994,0.0004706166,2.00829e-7,0.0002292338,0.0005098798,0.002628993,0.009584938],"study_design_scores_gemma":[0.0004870607,0.00003727577,0.9788756,0.00003541597,0.0001564968,0.000008631052,0.0001255892,0.00003621604,0.00003950376,0.00008483222,0.02004682,0.00006658312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133327,0.0836997,0.00002609018,0.00143967,0.0000946701,0.0001470758,0.00001242904,0.00001145978,0.001236216],"genre_scores_gemma":[0.9928021,0.004774718,0.0001866809,0.001125249,0.0001190979,0.00001218948,0.000007464604,0.000007223148,0.0009652998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07946939,"threshold_uncertainty_score":0.4575013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043550934","doi":"10.1016/j.bpg.2006.05.004","title":"Epidemiology of gallbladder stone disease","year":2006,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":788,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Gallstones; Medicine; Gallbladder disease; Internal medicine; Gallbladder; Epidemiology; Obesity; Disease; Biliary sludge; Diverticular disease; Gastroenterology; Physiology; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.3149969333870032,"gpt":0.567276029984339,"spread":0.2522790965973358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01677747,0.0007327744,0.006126224,0.0008638346,0.0001321323,0.00001111024,0.0009266117,0.001180379,0.0005068845],"category_scores_gemma":[0.06450623,0.0005656026,0.002172368,0.0006481942,0.003178165,0.0002027242,0.000813172,0.00593725,0.0006649551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611412,"about_ca_system_score_gemma":0.002103522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003030728,"about_ca_topic_score_gemma":0.00008436749,"domain_scores_codex":[0.974309,0.0163505,0.004461039,0.001739181,0.001103182,0.002037095],"domain_scores_gemma":[0.9728414,0.02050511,0.001728999,0.002063212,0.00153555,0.001325701],"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":[0.01051377,0.02647479,0.1226581,0.03176783,0.003935076,0.002496079,0.00002244017,0.000002398565,3.326655e-7,0.0005118539,0.08851741,0.7131],"study_design_scores_gemma":[0.001918375,0.008975865,0.003791115,0.003874661,0.00424303,0.0006097355,0.0000754381,0.000008361171,2.221516e-8,0.0001529474,0.9761269,0.0002235525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002700034,0.9888679,0.0001180504,0.004980713,0.0005542288,0.002693555,0.0001289966,0.00005462229,0.002331955],"genre_scores_gemma":[0.0002787361,0.9928248,0.001653134,0.001330927,0.001135167,0.0003756289,0.0006332336,0.0001449585,0.001623405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8876095,"threshold_uncertainty_score":0.9996796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966500936","doi":"10.1007/s11894-005-0051-8","title":"Epidemiology and risk factors for gallstone disease: Has the paradigm changed in the 21st century?","year":2005,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":582,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Gallstones; Medicine; Obesity; Epidemiology; Disease; Risk factor; Gallbladder disease; Metabolic syndrome; Environmental health; Demography; Gallbladder; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1034297486256626,"gpt":0.3697656793515905,"spread":0.2663359307259279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001591823,0.0006683733,0.002339878,0.0002257828,0.0002259102,0.00001681206,0.0002775026,0.0002623811,0.00003245743],"category_scores_gemma":[0.0008793917,0.0003280555,0.0008123463,0.0001475007,0.0006913235,0.00004204857,0.000111199,0.001156374,0.000003073631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985306,"about_ca_system_score_gemma":0.0001767798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002569842,"about_ca_topic_score_gemma":0.0001384066,"domain_scores_codex":[0.995587,0.0008864931,0.001437914,0.0009335451,0.0001994427,0.000955616],"domain_scores_gemma":[0.9966367,0.0008631112,0.001224641,0.0009768187,0.00004168119,0.0002569851],"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":[0.000251651,0.000877595,0.4743157,0.005500346,0.0007067671,0.0001995799,0.0006579222,0.000001566498,3.033067e-8,0.0001069761,0.006309888,0.511072],"study_design_scores_gemma":[0.0005442959,0.0003137398,0.05917107,0.00123853,0.003115279,0.001337804,0.0001662138,0.000003726638,7.583569e-9,0.0001349947,0.9338131,0.0001612224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006240797,0.9853573,0.00002765451,0.00263109,0.001150284,0.00440949,0.0001354107,0.00003525601,0.00001271269],"genre_scores_gemma":[0.006475896,0.9899846,0.00001819883,0.0003994085,0.0005762958,0.001230419,0.001248927,0.00005277033,0.00001343173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9275032,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096406900","doi":"10.1186/s13017-020-00336-x","title":"2020 World Society of Emergency Surgery updated guidelines for the diagnosis and treatment of acute calculus cholecystitis","year":2020,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Population; Grading (engineering); Scientific evidence; General surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.1614464907915895,"gpt":0.3970049148329465,"spread":0.2355584240413569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001019831,0.0007865708,0.005257329,0.0006398363,0.0001314099,0.00001103059,0.0002742966,0.0001898256,0.002143129],"category_scores_gemma":[0.0005824737,0.0004799101,0.006994536,0.002257325,0.0001171115,0.0001282906,0.00006905566,0.0003866445,0.000003264074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111687,"about_ca_system_score_gemma":0.001058695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085011,"about_ca_topic_score_gemma":0.0001593068,"domain_scores_codex":[0.9930674,0.0002109063,0.005018187,0.0004710723,0.0007092433,0.0005231305],"domain_scores_gemma":[0.9929123,0.001349223,0.0033973,0.0005093295,0.001468877,0.0003629725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046249,0.000317326,0.005757702,0.004416481,0.00622339,0.00005035241,0.00007719199,9.676248e-7,0.000004351206,0.000003737451,0.5961291,0.3869148],"study_design_scores_gemma":[0.0004398524,0.0002001437,0.0006583748,0.004871559,0.0127283,0.00009204123,0.000077722,0.00001682612,0.0000263788,0.00002156948,0.9804901,0.0003771668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001666609,0.9862862,0.00005726954,0.007221186,0.004573768,0.001163914,0.0004584517,0.00001658848,0.00005598588],"genre_scores_gemma":[0.0001664828,0.9958611,0.000266012,0.0001520538,0.001558317,0.0001660544,0.0002371438,0.0001123518,0.00148052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3865376,"threshold_uncertainty_score":0.9997653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006259799","doi":"10.1016/j.gtc.2010.02.003","title":"Epidemiology of Gallstones","year":2010,"lang":"en","type":"review","venue":"Gastroenterology Clinics of North America","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":374,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Gallstones; Medicine; Epidemiology; Obesity; Ethnic group; Internal medicine; Cirrhosis; Disease; Gastroenterology","retraction":null,"screen_n_in":null,"score":{"opus":0.05495378536217493,"gpt":0.3780805386786116,"spread":0.3231267533164366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004734085,0.0005089691,0.00630303,0.0003798703,0.00002347355,4.490707e-7,0.0004758242,0.0004734028,0.0001443508],"category_scores_gemma":[0.000994037,0.0003959549,0.001639266,0.0002426349,0.001482044,0.00002371916,0.0001747359,0.001341315,0.00004291639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001487735,"about_ca_system_score_gemma":0.0003337207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002536601,"about_ca_topic_score_gemma":0.0000664137,"domain_scores_codex":[0.9955343,0.0004767067,0.002596488,0.0006111919,0.000167671,0.0006136632],"domain_scores_gemma":[0.9950317,0.0009348789,0.002562641,0.001014181,0.0002330155,0.0002236006],"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":[0.0001822091,0.0003986097,0.3983324,0.005586676,0.0005041871,0.00001111439,0.00001423656,0.000001037839,6.754642e-8,0.000002260471,0.0004293891,0.5945378],"study_design_scores_gemma":[0.0009101006,0.004215183,0.05695573,0.001611791,0.003118461,0.000271525,0.00001457062,0.000005127198,5.137531e-8,0.00002063229,0.9326931,0.0001837478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00611245,0.9917331,0.0001599516,0.000189052,0.0006519249,0.0007996382,0.0002103314,0.0000331491,0.0001103847],"genre_scores_gemma":[0.0007229089,0.9941663,0.003229225,0.0009065145,0.0001509912,0.00005280662,0.0006581682,0.00006025983,0.00005280165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9322637,"threshold_uncertainty_score":0.9998493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984064588","doi":"10.1016/j.jvir.2010.01.012","title":"Quality Improvement Guidelines for Percutaneous Transhepatic Cholangiography, Biliary Drainage, and Percutaneous Cholecystostomy","year":2010,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":345,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Interventional radiology; Quality (philosophy); Medical physics; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.02574014453024601,"gpt":0.3339047721140371,"spread":0.3081646275837911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000950021,0.0001614093,0.0004900622,0.0002279724,0.00008056438,0.00002238185,0.00008852776,0.0001366705,0.0001278896],"category_scores_gemma":[0.0004618339,0.0001183311,0.0008304516,0.00006254323,0.0001918215,0.00007702542,0.00001879396,0.0003204106,5.421289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467706,"about_ca_system_score_gemma":0.0000571596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003598705,"about_ca_topic_score_gemma":0.00004027351,"domain_scores_codex":[0.9985933,0.00006626877,0.0007356739,0.0002063439,0.0002056525,0.0001927153],"domain_scores_gemma":[0.9989061,0.0001188435,0.000185834,0.0001341321,0.0004901732,0.000164877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002887285,0.002062493,0.04047031,0.002199322,0.005978236,0.0008148944,0.001263193,0.00001862817,0.7698439,0.00345891,0.009808565,0.1611942],"study_design_scores_gemma":[0.02373181,0.03325848,0.4203542,0.0008952104,0.004365117,0.389237,0.003536531,0.001833063,0.001254316,0.03068663,0.08931339,0.001534244],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896309,0.004566319,0.002209621,0.002733485,0.0003613267,0.000345075,0.0000212962,0.000009239816,0.0001227759],"genre_scores_gemma":[0.9935834,0.0005789478,0.004756027,0.0006763994,0.0002915086,0.000007681698,0.00002178789,0.00001549765,0.00006878801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7685896,"threshold_uncertainty_score":0.4825404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138695773","doi":"10.1148/radiol.12111561","title":"A Systematic Review and Meta-Analysis of Diagnostic Performance of Imaging in Acute Cholecystitis","year":2012,"lang":"en","type":"review","venue":"Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":329,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cholescintigraphy; Confidence interval; Cochrane Library; Meta-analysis; Acute cholecystitis; Magnetic resonance imaging; Radiology; MEDLINE; Cholecystitis; Nuclear medicine; Internal medicine; Gallbladder; Scintigraphy","retraction":null,"screen_n_in":null,"score":{"opus":0.04241647841170651,"gpt":0.3346437449641296,"spread":0.292227266552423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006888105,0.0002907695,0.01211428,0.0005989376,0.000008994189,0.000001591311,0.0001391914,0.0001290406,0.0001808957],"category_scores_gemma":[0.0005032852,0.0001786723,0.001329019,0.0007650263,0.0001345169,0.00003594385,0.00004199243,0.0002031253,0.00000503953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003010246,"about_ca_system_score_gemma":0.00007507303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002999561,"about_ca_topic_score_gemma":0.000004484676,"domain_scores_codex":[0.9976649,0.0003856653,0.001340903,0.0002622605,0.0001175642,0.0002287263],"domain_scores_gemma":[0.9978952,0.0007681375,0.0007172938,0.0004922523,0.00006365826,0.00006347001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001410091,0.00003750174,0.0002231484,0.8925639,0.1047376,0.00001281207,0.00003763125,2.284895e-7,2.232499e-7,0.00001009915,0.00003069658,0.002344766],"study_design_scores_gemma":[0.0001173619,0.00005544168,0.0001367235,0.03928909,0.957799,0.0005327085,0.000005674671,0.000007767669,1.569761e-7,7.573838e-7,0.001933238,0.0001221258],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005704094,0.9979294,0.000004536904,0.00006536467,0.0000245211,0.001769188,0.00006322351,0.000005852131,0.0000808877],"genre_scores_gemma":[0.002284828,0.9969639,0.00003964088,0.0001625637,0.000007927088,0.0003336142,0.0001297679,0.00001824525,0.00005952333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8532748,"threshold_uncertainty_score":0.8281081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006092082","doi":"10.1055/s-2002-23650","title":"ERCP-Related Perforations: Risk Factors and Management","year":2002,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Sphincter of Oddi dysfunction; Pancreatitis; Perforation; Odds ratio; Surgery; Complication; Univariate analysis; Confidence interval; Common bile duct; Incidence (geometry); Internal medicine; Multivariate analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01586065940599981,"gpt":0.2490326291000281,"spread":0.2331719696940283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004564281,0.0001031794,0.0001218586,0.00007884403,0.00009381353,0.00001631658,0.00003240639,0.00004263571,0.001620278],"category_scores_gemma":[0.00002390127,0.00007839127,0.00003858837,0.0001252975,0.00004441494,0.00005812518,0.0000180861,0.0001174633,0.0001440959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497982,"about_ca_system_score_gemma":0.000003233227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003812286,"about_ca_topic_score_gemma":0.000006088364,"domain_scores_codex":[0.9994118,0.00001900615,0.0001256355,0.0001705004,0.0001243019,0.0001487316],"domain_scores_gemma":[0.9996969,0.00001992131,0.00002906296,0.0001597622,0.00001542657,0.00007899964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003479806,0.0003630454,0.9595897,0.0001275558,0.0003696444,0.00003807378,0.003383424,0.00001071229,0.0004218485,0.0008642636,0.02346288,0.01133411],"study_design_scores_gemma":[0.006624318,0.0007799153,0.9290228,0.0001368947,0.0007858492,0.00002122005,0.005442766,0.003485964,0.002801661,0.0008867987,0.04953784,0.0004739376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658162,0.001242302,0.00003983982,0.0005115815,0.0001187908,0.0003394945,0.000005097781,0.00008182089,0.03184488],"genre_scores_gemma":[0.9930428,0.003016545,0.0007461981,0.0001139972,0.00001969651,0.00001504933,0.00001812508,0.0000124684,0.003015077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03056681,"threshold_uncertainty_score":0.9992924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2555084583","doi":"10.1038/ajg.2016.512","title":"Plastic vs. Self-Expandable Metal Stents for Palliation in Malignant Biliary Obstruction: A Series of Meta-Analyses","year":2016,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; McGill University","funders":"King Saud University","keywords":"Medicine; Confidence interval; Odds ratio; Stent; Randomized controlled trial; Surgery; Self-expandable metallic stent; Meta-analysis; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07968149215896314,"gpt":0.3592182193579501,"spread":0.2795367271989869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007249262,0.0003625406,0.004736396,0.0005010946,0.00003404688,0.000008300296,0.0003206369,0.0000686076,0.00007085129],"category_scores_gemma":[0.0001973367,0.0001632701,0.001757773,0.0002686799,0.0003776992,0.0001012658,0.00005054169,0.0003103551,0.000002349323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009408877,"about_ca_system_score_gemma":0.0002400543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165731,"about_ca_topic_score_gemma":0.00001977015,"domain_scores_codex":[0.9969025,0.0006192998,0.001557553,0.0002351188,0.0003175746,0.0003679548],"domain_scores_gemma":[0.9959317,0.0004102256,0.002972353,0.0003126054,0.0002781253,0.00009498214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0968254,0.004671508,0.02841939,0.03289948,0.3276264,0.0005520688,0.00173057,0.0002385319,0.0006859983,0.00009961405,0.003424367,0.5028267],"study_design_scores_gemma":[0.01682825,0.1685091,0.01144129,0.01603108,0.4587215,0.02659543,0.003701423,0.00004065703,0.0001288844,0.0009093014,0.2959148,0.001178305],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04962246,0.9462533,0.0009536697,0.00114184,0.0007992655,0.001092708,0.0001122586,0.00001443781,0.00001003176],"genre_scores_gemma":[0.01970607,0.9783688,0.001399345,0.0001320552,0.0001986882,0.00007193159,0.00001792358,0.00004399005,0.00006122612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5016484,"threshold_uncertainty_score":0.6657962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172571061","doi":"10.1186/s13017-021-00369-w","title":"2020 WSES guidelines for the detection and management of bile duct injury during cholecystectomy","year":2021,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; Foothills Medical Centre","funders":"Assistance publique-Hôpitaux de Paris; Universidad del Valle; Universidad de la República Uruguay; Hôpitaux Universitaires de Genève; Isfahan University of Medical Sciences; Università degli Studi di Cagliari; Université de Strasbourg; University of Washington; Imperial College Healthcare NHS Trust; Imperial College London; University of Pittsburgh; Université Paris-Est Créteil Val-de-Marne","keywords":"Medicine; Cholecystectomy; General surgery; Bile duct; Psychological intervention; Surgery; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05217470427457138,"gpt":0.3329893248596963,"spread":0.280814620585125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004721306,0.0001086426,0.0003165175,0.0001802225,0.00008461838,0.000007145371,0.00005284261,0.00002322646,0.0003158903],"category_scores_gemma":[0.0002643221,0.00007244656,0.0003163246,0.0004881337,0.00002546724,0.00008079234,0.00003186495,0.0001103274,6.386863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001442973,"about_ca_system_score_gemma":0.00005657282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008589238,"about_ca_topic_score_gemma":0.00004566139,"domain_scores_codex":[0.9986677,0.00003505135,0.0007755606,0.000122101,0.000245251,0.0001543379],"domain_scores_gemma":[0.9986765,0.0001045451,0.0003017821,0.0001605167,0.0006917304,0.00006495404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003689649,0.0009554055,0.2263187,0.00719791,0.005177327,0.0005854718,0.0005403943,0.0001733817,0.2086296,0.00007463516,0.2540158,0.2926416],"study_design_scores_gemma":[0.003865993,0.0003150141,0.6259156,0.002015349,0.002031472,0.0008758298,0.004038266,0.0001375389,0.1251023,0.0005897427,0.234605,0.0005078664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594933,0.03111278,0.0002650267,0.006192391,0.002420176,0.0002599428,0.000005379196,0.000009759708,0.0002412125],"genre_scores_gemma":[0.9711332,0.02672426,0.000303282,0.0001082069,0.0004665017,0.00001224295,0.000001670492,0.00001664925,0.001233952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.399597,"threshold_uncertainty_score":0.3458777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094617367","doi":"10.1016/j.gie.2010.08.021","title":"A randomized trial comparing uncovered and partially covered self-expandable metal stents in the palliation of distal malignant biliary obstruction","year":2010,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"Boston Scientific Corporation; American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Randomized controlled trial; Palliative treatment; General surgery; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01741748269650073,"gpt":0.2669618307086535,"spread":0.2495443480121528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017304,0.0001953931,0.0006304843,0.0001030319,0.00005972894,0.00003553812,0.0001051147,0.00004478003,0.00004819115],"category_scores_gemma":[0.0009056706,0.0001283624,0.0001567532,0.0001792529,0.0001859697,0.0001265169,0.00003637052,0.0003188033,0.000002494423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002355307,"about_ca_system_score_gemma":0.000126918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919618,"about_ca_topic_score_gemma":0.0002227109,"domain_scores_codex":[0.9982328,0.0002411395,0.0005825458,0.0002745024,0.0003893173,0.0002796968],"domain_scores_gemma":[0.9989444,0.000412896,0.0002386912,0.0002314282,0.00009141827,0.00008117118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6770416,0.0007971916,0.1144534,0.0001643397,0.00009913568,0.00003337286,0.0006004756,0.00005444078,0.2061934,0.00032835,0.00005122092,0.0001829884],"study_design_scores_gemma":[0.9517171,0.001322588,0.03623471,0.0002513073,0.0004406691,0.001124244,0.0009663922,0.004568599,0.002461279,0.0007030806,0.00003055555,0.0001794401],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965012,0.00003261115,0.0008811427,0.000172342,0.0003066659,0.001551498,0.00001183868,0.00003508233,0.0005076015],"genre_scores_gemma":[0.9887997,0.00001390684,0.01086694,0.00003868005,0.00009849562,0.00007942546,0.00006176779,0.00001389696,0.00002722077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746755,"threshold_uncertainty_score":0.5234467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041927642","doi":"10.1053/j.gastro.2014.04.043","title":"Successful Management of Benign Biliary Strictures With Fully Covered Self-Expanding Metal Stents","year":2014,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Hôpital Saint-Luc; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Boston Scientific Corporation","keywords":"Medicine; Interquartile range; Pancreatitis; Odds ratio; Stent; Surgery; Liver transplantation; Confidence interval; Endoscopy; Cholecystectomy; Internal medicine; Transplantation","retraction":null,"screen_n_in":null,"score":{"opus":0.006419507908594487,"gpt":0.2297842236371554,"spread":0.2233647157285609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001479584,0.0001902385,0.000415469,0.0001582579,0.00003887999,0.000007423089,0.0001480354,0.00006197668,0.0001131546],"category_scores_gemma":[0.000006687128,0.0001382009,0.00009859735,0.0001139985,0.00009265981,0.00005672363,0.00007651788,0.0001334105,0.000007259391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002569715,"about_ca_system_score_gemma":0.0000137583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002540069,"about_ca_topic_score_gemma":0.0000298582,"domain_scores_codex":[0.9986463,0.00008748836,0.0002822093,0.0003191945,0.0002667716,0.0003980381],"domain_scores_gemma":[0.9993629,0.00001949167,0.0001278337,0.0003148129,0.0000673476,0.0001075481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002160743,0.000595203,0.9920806,0.0003396863,0.00119471,0.00005931822,0.0001606075,0.00007714797,0.001540287,0.0001435934,0.0005493053,0.001098777],"study_design_scores_gemma":[0.0111205,0.007860011,0.9754103,0.0001210182,0.001186578,0.0002560652,0.00127781,0.0002063471,0.001492342,0.0001441775,0.0007541459,0.0001707486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995312,0.00003820787,0.001864303,0.0003791353,0.0001268798,0.0003783738,0.000009391949,0.00005984929,0.001831912],"genre_scores_gemma":[0.9970848,0.00003794765,0.002136796,0.0005176559,0.00004418679,0.00002247795,0.00004986509,0.00002076484,0.00008553429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667036,"threshold_uncertainty_score":0.5635669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1944007791","doi":"10.1148/rg.244035149","title":"From the RSNA Refresher Courses","year":2004,"lang":"en","type":"review","venue":"Radiographics","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Radiology; Magnetic resonance cholangiopancreatography; Endoscopic retrograde cholangiopancreatography; Gallstones; Cholecystitis; Acute cholecystitis; Gallbladder; Magnetic resonance imaging; Cholecystectomy; Perforation; Quadrant (abdomen); Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.04225717676946551,"gpt":0.3352161495370868,"spread":0.2929589727676213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001950548,0.0004805967,0.001434932,0.0002344629,0.000122976,0.00005365588,0.0003999956,0.0004901396,0.0002223068],"category_scores_gemma":[0.0000758309,0.000263273,0.001445931,0.001070294,0.000316703,0.00003465442,0.00004550568,0.0009439756,0.00007980293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005803958,"about_ca_system_score_gemma":0.0005925843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712859,"about_ca_topic_score_gemma":0.0000541704,"domain_scores_codex":[0.9981384,0.0001101371,0.0004646721,0.0004706603,0.0004544457,0.0003616542],"domain_scores_gemma":[0.9983082,0.0002679441,0.0001887445,0.001011919,0.00006917582,0.0001539878],"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":[0.00001624567,0.0002808573,0.0003816953,0.01003747,0.002380363,0.0001566472,0.0002756667,2.911707e-7,2.035997e-7,0.0006169558,0.08603678,0.8998168],"study_design_scores_gemma":[0.0004037184,0.00006912551,0.00009862675,0.01238694,0.004330862,0.0001082303,0.00009867625,3.220061e-7,8.662912e-8,0.0004687566,0.9817531,0.0002816264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009593684,0.9951389,0.000009543971,0.0006694127,0.0006137295,0.001010146,0.0001571889,0.0001151471,0.00227632],"genre_scores_gemma":[0.00002719511,0.9971629,0.0001349649,0.0004671408,0.0009925979,0.00007506189,0.0007073426,0.00009790107,0.0003349004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8995352,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052291638","doi":"10.1016/s0016-5107(04)01892-9","title":"Endoscopic therapy for bile leak based on a new classification: results in 207 patients","year":2004,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgery; Bile leak; Leak; Bile duct; Cholecystectomy; Percutaneous transhepatic cholangiography; Jaundice; Percutaneous; Cholangiography; Stent; Gallbladder; Endoscopy; Endoscopic retrograde cholangiopancreatography; Pancreatitis","retraction":null,"screen_n_in":null,"score":{"opus":0.03245226103679429,"gpt":0.2924531628808494,"spread":0.2600009018440551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822869,0.000263618,0.0003063862,0.0002424394,0.00006159725,0.00002515099,0.0001449775,0.00005108405,0.00007092742],"category_scores_gemma":[0.0008373677,0.000224687,0.0001325231,0.0003189823,0.00006967779,0.00006816079,0.00001143672,0.0002343154,0.00005787226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729932,"about_ca_system_score_gemma":0.0005543464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948035,"about_ca_topic_score_gemma":0.00009032571,"domain_scores_codex":[0.9982029,0.0000376523,0.0004459106,0.0005054954,0.0003309625,0.0004771098],"domain_scores_gemma":[0.9988858,0.0002233009,0.0001261037,0.0004054584,0.000137347,0.0002219866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0515896,0.01141238,0.7753923,0.0003861563,0.00007109599,0.0001429565,0.0008833059,0.003971929,0.1015029,0.001141582,0.02625906,0.02724677],"study_design_scores_gemma":[0.1143962,0.02279352,0.8452832,0.002095404,0.00005278269,0.000113631,0.0003445232,0.00157357,0.006742745,0.001186104,0.004961422,0.0004569021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362953,0.0001300397,0.02600861,0.01944448,0.0004883645,0.00554904,0.0001677635,0.000360409,0.01155601],"genre_scores_gemma":[0.9366605,0.00001086216,0.06097466,0.00139818,0.0001684702,0.0001483896,0.000309436,0.00004220918,0.0002873083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09476015,"threshold_uncertainty_score":0.9162471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981925018","doi":"10.1016/s0016-5107(02)70356-8","title":"Palliation of malignant biliary obstruction: A prospective trial examining impact on quality of life","year":2002,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Quality of life (healthcare); Prospective cohort study; Stent; Surgery; Decompression; SF-36; Palliative care; Bile duct; Endoscopic retrograde cholangiopancreatography; Internal medicine; Health related quality of life","retraction":null,"screen_n_in":null,"score":{"opus":0.05982365188358498,"gpt":0.3210947555160496,"spread":0.2612711036324646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568114,0.0002056035,0.0005443983,0.0001465811,0.00003744975,0.000006767844,0.00007966939,0.00004228911,0.0005783669],"category_scores_gemma":[0.001809387,0.0001565524,0.0002000401,0.0002772231,0.000141852,0.00007078271,0.00002044583,0.000196424,0.00001048264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008171055,"about_ca_system_score_gemma":0.000108932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738272,"about_ca_topic_score_gemma":0.000004885193,"domain_scores_codex":[0.998181,0.0001282709,0.0006777044,0.0002987428,0.0004561778,0.0002581039],"domain_scores_gemma":[0.9986078,0.0003035736,0.0004155297,0.0002997576,0.0002253509,0.0001480411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05870323,0.001366435,0.7783908,0.0002902132,0.0001190543,0.00001432842,0.0004771426,0.0001490247,0.1587038,0.0001742671,0.0004594278,0.001152219],"study_design_scores_gemma":[0.0383791,0.01544336,0.9393517,0.0006541897,0.0001013657,0.000262481,0.0008883145,0.0004678033,0.004072088,0.0002043811,0.00000340091,0.0001717996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960694,0.00006506203,0.0007148274,0.0001394641,0.0001606963,0.0007354313,0.00002652869,0.00004574071,0.002042826],"genre_scores_gemma":[0.9904251,0.00001232119,0.009221664,0.00003615928,0.0001607488,0.00002581879,0.00001549753,0.00001834188,0.00008437042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609609,"threshold_uncertainty_score":0.6384022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165097272","doi":"10.1016/j.gie.2007.09.047","title":"EUS: a meta-analysis of test performance in suspected choledocholithiasis","year":2008,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McMaster University Medical Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Confidence interval; Diagnostic odds ratio; Receiver operating characteristic; Meta-analysis; Odds ratio; MEDLINE; Subgroup analysis; Prospective cohort study; Internal medicine; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.07919794154870426,"gpt":0.3413719148588947,"spread":0.2621739733101904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003306927,0.0008440468,0.007744579,0.002159809,0.00004976475,0.00001701249,0.0004144342,0.0001617173,0.0009886255],"category_scores_gemma":[0.001393429,0.0006191068,0.00433822,0.004255109,0.0002699493,0.00009030546,0.00009917034,0.0009706646,0.00006665262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703397,"about_ca_system_score_gemma":0.0006878626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687997,"about_ca_topic_score_gemma":0.00005704934,"domain_scores_codex":[0.9958746,0.000212297,0.001702248,0.0008471986,0.000663863,0.0006997896],"domain_scores_gemma":[0.9969078,0.0008300261,0.0007626449,0.0009711211,0.0002861091,0.0002423477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001144499,0.01156648,0.1276861,0.0906269,0.5396494,0.003985886,0.0009318723,0.0002244613,0.00029213,0.00008614275,0.003355801,0.2204503],"study_design_scores_gemma":[0.0018133,0.001823615,0.009496227,0.008998167,0.8870906,0.01394954,0.00009858805,0.0001512179,0.00001006451,0.000002978666,0.07564877,0.0009169936],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002515428,0.9948827,0.00004792791,0.00005352897,0.00003148634,0.001110787,0.0001893217,0.00008291399,0.003349804],"genre_scores_gemma":[0.0007499492,0.9873514,0.01055836,0.00005460147,0.00005586184,0.0002173239,0.0004769313,0.00008467249,0.0004509307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3474411,"threshold_uncertainty_score":0.9999246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148620480","doi":"10.1016/j.cgh.2012.10.019","title":"No Benefit of Covered vs Uncovered Self-Expandable Metal Stents in Patients With Malignant Distal Biliary Obstruction: A Meta-analysis","year":2012,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Confidence interval; Perforation; Odds ratio; Cholecystitis; Stent; Pancreatitis; Self-expandable metallic stent; Randomized controlled trial; Hazard ratio; Surgery; Meta-analysis; Internal medicine; Gastroenterology; Gallbladder","retraction":null,"screen_n_in":null,"score":{"opus":0.06276957480966394,"gpt":0.3286103188725024,"spread":0.2658407440628384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006128466,0.0006501813,0.009160504,0.0004787883,0.00004882542,0.000007660208,0.0002252439,0.0008532078,0.0005423077],"category_scores_gemma":[0.00007952267,0.0004088625,0.002505199,0.0003992794,0.0006012885,0.00009597318,0.0002028471,0.0008337069,0.00001922888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005278218,"about_ca_system_score_gemma":0.000163405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007496198,"about_ca_topic_score_gemma":0.000349294,"domain_scores_codex":[0.9950124,0.0007655451,0.002249514,0.0009744392,0.0002802885,0.0007178216],"domain_scores_gemma":[0.9973679,0.0003553976,0.001046427,0.0006907349,0.0002304911,0.0003090689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002600185,0.002031742,0.8813847,0.002387804,0.1087936,0.00003370943,0.00001232817,5.516081e-7,2.074048e-8,0.00001778084,0.00003794,0.002699614],"study_design_scores_gemma":[0.007803399,0.007496758,0.2253482,0.0002194327,0.7001495,0.0001849322,0.00001822026,0.00001145171,8.477805e-8,0.00003048615,0.0583512,0.0003863293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2653438,0.7310975,0.0000240911,0.00008616003,0.0007843983,0.001858647,0.0006333547,0.00004421922,0.0001278171],"genre_scores_gemma":[0.1351642,0.8606778,0.000886025,0.0006179589,0.0001137215,0.0002269291,0.001908351,0.00008083894,0.000324126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6560364,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000586180","doi":"10.1007/s00464-011-2035-0","title":"Short- and long-term outcomes following percutaneous cholecystostomy for acute cholecystitis in high-risk patients","year":2011,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Hepatology; Abdominal surgery; Acute cholecystitis; General surgery; Cholecystitis; Term (time); Percutaneous; Cholecystostomy; Internal medicine; Intensive care medicine; Cholecystectomy; Surgery; Gallbladder","retraction":null,"screen_n_in":null,"score":{"opus":0.01795631469933178,"gpt":0.2921266930801593,"spread":0.2741703783808275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001230121,0.0002751732,0.0005978867,0.0001525611,0.00008772545,0.00002281297,0.0001092305,0.0001561836,0.0001661103],"category_scores_gemma":[0.0001065471,0.0002204289,0.0002245348,0.0001470539,0.00008458245,0.0001124408,0.00005530519,0.0002592987,0.00001432066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004725935,"about_ca_system_score_gemma":0.00003292038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548352,"about_ca_topic_score_gemma":0.00006345053,"domain_scores_codex":[0.9983467,0.0000438753,0.0003684709,0.0004716788,0.000272217,0.0004970206],"domain_scores_gemma":[0.9992644,0.0001367296,0.00004973855,0.0002577759,0.0000527891,0.0002385683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006028026,0.0003692324,0.9906645,0.00004244694,0.00022457,0.001062267,0.0003289904,2.107953e-7,0.00005793761,0.00003615568,0.0000320919,0.006578834],"study_design_scores_gemma":[0.01629409,0.0007215457,0.9813786,0.00008423734,0.000404734,0.0001238008,0.00003772689,0.000009212286,0.0002710824,0.0001069054,0.000302898,0.0002651994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973607,0.0003041079,0.00003219158,0.00009263383,0.000355501,0.0009419705,0.00005912994,0.0000722034,0.000781542],"genre_scores_gemma":[0.9984562,0.0002161278,0.000600322,0.0002293262,0.0000341807,0.0000867933,0.0001231464,0.00004266459,0.0002111735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569129,"threshold_uncertainty_score":0.8988829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090269440","doi":"10.1111/j.1572-0241.2004.40251.x","title":"Electrohydraulic Lithotripsy in 111 Patients: A Safe and Effective Therapy for Difficult Bile Duct Stones","year":2004,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Lithotripsy; Endoscopic retrograde cholangiopancreatography; Surgery; Bile duct; Laser lithotripsy; Pancreatitis; Endoscope; Gallstones; Retrospective cohort study; Common bile duct","retraction":null,"screen_n_in":null,"score":{"opus":0.004935037204534538,"gpt":0.2507277198226496,"spread":0.245792682618115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641397,0.0001461619,0.0005580841,0.0001837633,0.00004159301,0.000007785173,0.000116663,0.00002147035,0.000004293267],"category_scores_gemma":[0.0000839234,0.00008405517,0.000144892,0.0001922736,0.0003602687,0.00005135425,0.00001675066,0.0002472762,7.004501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006457839,"about_ca_system_score_gemma":0.00004658981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004497618,"about_ca_topic_score_gemma":0.00002788758,"domain_scores_codex":[0.99892,0.0001633761,0.0003171659,0.0001430391,0.000128651,0.0003277287],"domain_scores_gemma":[0.9991874,0.0001001544,0.0003312369,0.0001210819,0.0001744402,0.00008568232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1149803,0.002297932,0.807507,0.00003479406,0.0007907603,0.00006171496,0.003291602,0.0002196264,0.008629348,0.00002896631,0.0003179893,0.06183991],"study_design_scores_gemma":[0.01263744,0.07574558,0.9087542,0.00004328066,0.00009080019,0.0009228564,0.0008255964,0.000008160478,0.0003117099,0.0003949752,0.0002016818,0.00006374596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930414,0.0003152325,0.0005298511,0.005433748,0.00007572068,0.0005855141,0.000003524512,0.000005610533,0.000009373553],"genre_scores_gemma":[0.9966828,0.0003728396,0.0003829534,0.002415855,0.00009198173,0.00003057354,0.000003218723,0.00001607737,0.000003717099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023429,"threshold_uncertainty_score":0.3427671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008068880","doi":"10.1097/sla.0b013e3182a5cf36","title":"Comparative Operative Outcomes of Early and Delayed Cholecystectomy for Acute Cholecystitis","year":2013,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cholecystectomy; Bile duct; Retrospective cohort study; Cholecystitis; Surgery; General surgery; Confidence interval; Gallbladder; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.142128351998434,"gpt":0.3876884089438526,"spread":0.2455600569454187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001569863,0.0001457348,0.0008083865,0.0001513966,0.00003416726,0.00001275105,0.00004741478,0.00006493498,0.00008680161],"category_scores_gemma":[0.00009799374,0.0001114274,0.000193203,0.0001393904,0.0001662917,0.0001868507,0.00002228564,0.00006972071,0.000006935085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000029336,"about_ca_system_score_gemma":0.00006791529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003629957,"about_ca_topic_score_gemma":0.00000789031,"domain_scores_codex":[0.9990248,0.00002996738,0.0003899087,0.0001803108,0.0001629023,0.0002121164],"domain_scores_gemma":[0.9986174,0.0003898557,0.0001464408,0.0001624544,0.0005832067,0.0001007154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001749274,0.001076368,0.8409377,0.0005876889,0.007210121,0.00002010825,0.007930896,0.00000529847,0.0482563,0.0004421984,0.08039874,0.01138527],"study_design_scores_gemma":[0.001545247,0.0005039253,0.9529724,0.0001077918,0.0001475714,0.000009901314,0.0006175671,0.00003816978,0.0432093,0.0002313575,0.0004584041,0.0001583493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957243,0.0005188275,0.0000627257,0.002139301,0.00006337091,0.0006794794,0.00008624548,0.0000151278,0.0007105815],"genre_scores_gemma":[0.9983867,0.0002103256,0.0001972129,0.0007146645,0.00001855039,0.00009418853,0.00003497595,0.00001225141,0.0003311135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120347,"threshold_uncertainty_score":0.4543879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2686810803","doi":"10.1016/j.gie.2017.06.009","title":"Diagnostic accuracy of EUS compared with MRCP in detecting choledocholithiasis: a meta-analysis of diagnostic test accuracy in head-to-head studies","year":2017,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Diagnostic odds ratio; Meta-analysis; Diagnostic accuracy; Receiver operating characteristic; Radiology; Prospective cohort study; Nuclear medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2241313001769639,"gpt":0.4459050169996752,"spread":0.2217737168227113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001390289,0.001241063,0.01202462,0.002681162,0.00009791669,0.00005601245,0.0008923058,0.0001513213,0.00009244581],"category_scores_gemma":[0.2476245,0.0008810575,0.00214651,0.002943539,0.0004590142,0.0002090726,0.0003249505,0.001262094,0.00001977479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755655,"about_ca_system_score_gemma":0.0008604066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055127,"about_ca_topic_score_gemma":0.005594945,"domain_scores_codex":[0.9931948,0.0005819278,0.003029441,0.001274392,0.0008912504,0.001028183],"domain_scores_gemma":[0.9215254,0.07263156,0.002854968,0.001882677,0.0007303704,0.0003749817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002205,0.009433942,0.4010889,0.1304417,0.197434,0.005715741,0.004337943,0.003229442,0.0003316971,0.00001706171,0.000280194,0.2454844],"study_design_scores_gemma":[0.007316304,0.005649902,0.07436278,0.1586962,0.7397358,0.003498638,0.002494052,0.0001521904,0.00005488274,0.00003638053,0.006098255,0.001904602],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01109974,0.9838872,0.0001536576,0.0002099784,0.00006696684,0.004019009,0.0003223185,0.00005764241,0.000183475],"genre_scores_gemma":[0.1616849,0.8230969,0.01296492,0.00009722041,0.00009064851,0.001636285,0.0002090444,0.0001731244,0.0000470135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5423018,"threshold_uncertainty_score":0.999364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311188497","doi":"10.1016/j.gie.2022.10.005","title":"American Society for Gastrointestinal Endoscopy guideline on post-ERCP pancreatitis prevention strategies: summary and recommendations","year":2022,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Guideline; Endoscopy; Pancreatitis; General surgery; Intensive care medicine; Gastroenterology; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.02164632379561228,"gpt":0.313163296718352,"spread":0.2915169729227397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006916545,0.0004202231,0.0005362915,0.0001833033,0.0005771792,0.00008260977,0.0001928741,0.00002121523,0.0007455709],"category_scores_gemma":[0.0006345107,0.0004278805,0.000408414,0.0003717015,0.0002969088,0.0001850971,0.0001492645,0.0005328375,0.000009666953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241544,"about_ca_system_score_gemma":0.0005848922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003778535,"about_ca_topic_score_gemma":0.00006091995,"domain_scores_codex":[0.9972379,0.0001936552,0.0006802866,0.0007228413,0.0004574643,0.0007078771],"domain_scores_gemma":[0.9979841,0.0006775166,0.0003309509,0.0003848519,0.0003282385,0.0002943327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01728103,0.004216094,0.05960352,0.0007488256,0.0005056396,0.0002682092,0.001099187,0.0007960629,0.507924,0.003967633,0.3738671,0.02972265],"study_design_scores_gemma":[0.0627955,0.2751873,0.1014445,0.006914117,0.003880433,0.1660549,0.2373345,0.02091735,0.002878081,0.009701332,0.1078395,0.005052513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.655668,0.0004703185,0.2480979,0.06903185,0.0007380656,0.008668158,0.003219637,0.001373748,0.01273244],"genre_scores_gemma":[0.2380672,0.00007497611,0.7524704,0.003711035,0.0003655935,0.0008516975,0.00297943,0.0001209402,0.001358738],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.505046,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058689646","doi":"10.1016/j.gie.2008.11.018","title":"Comparative performance of uncoated, self-expanding metal biliary stents of different designs in 2 diameters: final results of an international multicenter, randomized, controlled trial","year":2009,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Cook Medical; Boston Scientific Corporation","keywords":"Medicine; Stent; Surgery; Randomized controlled trial; Prospective cohort study; Bare metal; Clinical endpoint; Angioplasty; Target lesion; Radiology; Nuclear medicine; Internal medicine; Restenosis; Myocardial infarction","retraction":null,"screen_n_in":null,"score":{"opus":0.03726505055738862,"gpt":0.3155910169647826,"spread":0.278325966407394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009209961,0.0002807996,0.002027574,0.0004079392,0.00001966434,0.000007688054,0.0002137373,0.00004136375,0.00003230665],"category_scores_gemma":[0.0009998982,0.0001990607,0.000390748,0.0001842758,0.0002101447,0.0001896284,0.00003073194,0.0002230689,9.042758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006359661,"about_ca_system_score_gemma":0.0001125181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007928749,"about_ca_topic_score_gemma":0.00001217184,"domain_scores_codex":[0.9968797,0.00043695,0.001548678,0.0003117427,0.0005394715,0.0002834316],"domain_scores_gemma":[0.9977497,0.0008176616,0.0008001502,0.0002395212,0.0002847213,0.0001081981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.898709,0.004383283,0.01328914,0.00007373316,0.0002243728,0.00001341087,0.0005792104,0.0001885622,0.08239494,0.00001285735,0.000004066929,0.0001274091],"study_design_scores_gemma":[0.9313655,0.01074494,0.01232482,0.0009338604,0.0003729581,0.00007914148,0.0005859521,0.01714188,0.02630389,0.00002690074,2.633093e-7,0.0001198555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960157,0.00003514987,0.0004890515,0.00005136439,0.0001752616,0.002678784,0.0000326977,0.00002319899,0.0004988407],"genre_scores_gemma":[0.9797205,0.0000397719,0.02001067,0.00001712058,0.00004694923,0.00005724062,0.00007764738,0.000009961142,0.00002013599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05609105,"threshold_uncertainty_score":0.8117461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014316543","doi":"10.1016/j.gie.2009.08.007","title":"Guidewire versus conventional contrast cannulation of the common bile duct for the prevention of post-ERCP pancreatitis: a systematic review and meta-analysis","year":2009,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Columbian Hospital; University of Alberta","funders":"","keywords":"Medicine; Relative risk; Adverse effect; Meta-analysis; Randomized controlled trial; Pancreatitis; Internal medicine; Subgroup analysis; Common bile duct; Gastroenterology; Surgery; Confidence interval","retraction":null,"screen_n_in":null,"score":{"opus":0.06945730104331994,"gpt":0.3595608531307002,"spread":0.2901035520873803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000994494,0.0004009642,0.005034171,0.0001524247,0.00009077232,0.00001613856,0.0002628935,0.00006703845,0.0001700646],"category_scores_gemma":[0.001581403,0.0001962809,0.003475478,0.0005693729,0.0001880522,0.0000500096,0.00004406931,0.0002108142,0.000001382604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005696445,"about_ca_system_score_gemma":0.0003206997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001654494,"about_ca_topic_score_gemma":0.0001156327,"domain_scores_codex":[0.996892,0.0005343545,0.001581036,0.0003322074,0.0004398221,0.0002205168],"domain_scores_gemma":[0.995694,0.001270822,0.001731344,0.0006618202,0.0005763401,0.00006571563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001979966,0.0002230906,0.0000603035,0.9284376,0.06832139,0.000003358575,0.00002226738,0.000007253257,0.00001942345,0.0002762968,0.0005798271,0.001851205],"study_design_scores_gemma":[0.0007728054,0.0007821263,0.0001435797,0.07394236,0.9225843,0.0007986497,0.00006414506,0.00002922382,0.000002184287,0.00003229085,0.0007173218,0.0001309977],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001084775,0.9906234,0.0007989403,0.0004677972,0.00004120337,0.007460579,0.0005052555,0.00001373305,0.0000782904],"genre_scores_gemma":[0.001571048,0.9927732,0.00314901,0.0001613467,0.00004240537,0.001097181,0.0007094127,0.0000419125,0.0004544287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8544952,"threshold_uncertainty_score":0.8004102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247072110","doi":"10.1002/14651858.cd009779","title":"Early routine endoscopic retrograde cholangiopancreatography strategy versus early conservative management strategy in acute gallstone pancreatitis","year":2012,"lang":"en","type":"reference-entry","venue":"Cochrane Database of Systematic Reviews","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Acute pancreatitis; Pancreatitis; Randomized controlled trial; Conservative management; Meta-analysis; Adverse effect; General surgery; Gallstones; Intensive care medicine; Conservative treatment; Intervention (counseling); Clinical trial; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0692973573150831,"gpt":0.3378844095885485,"spread":0.2685870522734654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001883455,0.001297404,0.006812994,0.0009611125,0.0000784661,0.00009899886,0.0007566175,0.0004938394,0.0005577577],"category_scores_gemma":[0.0003361773,0.0009746994,0.0009792286,0.001394977,0.0002737482,0.000407809,0.0001951712,0.001066451,0.0002611262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019386,"about_ca_system_score_gemma":0.0002545232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327605,"about_ca_topic_score_gemma":0.0001222443,"domain_scores_codex":[0.9913895,0.001230297,0.003791671,0.001092313,0.001423941,0.00107229],"domain_scores_gemma":[0.9939649,0.0004221945,0.002241979,0.002578528,0.0003319333,0.0004604952],"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":[0.0006403461,0.0009269246,0.008839408,0.9626209,0.004378218,0.0007480404,0.0004626503,3.320859e-7,0.00004243629,0.0006175921,0.01918597,0.001537144],"study_design_scores_gemma":[0.01411055,0.002266428,0.03233514,0.9257605,0.01946471,0.000220373,0.00148619,0.000009738106,0.00007322014,0.00002410609,0.002733259,0.001515803],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06410622,0.8305725,0.000102237,0.0000583427,0.001075696,0.02071789,0.003085803,0.0001252147,0.08015604],"genre_scores_gemma":[0.08522221,0.8962237,0.0007889813,0.00006204106,0.0002829362,0.002313555,0.009007161,0.0001495355,0.005949933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0742061,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146934555","doi":"10.1097/mpg.0b013e3181b99c72","title":"Risk Factors, Complications, and Outcomes of Gallstones in Children: A Single‐center Review","year":2010,"lang":"en","type":"review","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Asymptomatic; Gallstones; Pediatrics; Cholecystectomy; Surgery; Complication; Risk factor; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01810483804787536,"gpt":0.297258723955911,"spread":0.2791538859080356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217362,0.0002529432,0.001796062,0.0005449992,0.00002795917,0.000006137342,0.0000922212,0.0002125186,0.000009521133],"category_scores_gemma":[0.0001121074,0.0001757651,0.0003461641,0.0001282849,0.0001014254,0.00007294682,0.00003347999,0.0007925688,4.902257e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002031858,"about_ca_system_score_gemma":0.00003967545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000600102,"about_ca_topic_score_gemma":0.000007330927,"domain_scores_codex":[0.9981812,0.0002041121,0.001098938,0.0001872805,0.0001510017,0.0001774915],"domain_scores_gemma":[0.9982306,0.0001003048,0.001292374,0.0001439994,0.0001236889,0.0001090771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005769393,0.001028044,0.9669137,0.01155788,0.0001653263,0.0000046705,0.00001344549,4.821141e-9,7.647133e-7,7.779529e-7,0.000525808,0.0197319],"study_design_scores_gemma":[0.003642402,0.002160716,0.949151,0.00911044,0.005900367,0.003514424,0.00002062842,1.808671e-7,1.83302e-7,0.00003208885,0.02632925,0.0001383445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1648833,0.8340383,0.000008518548,0.0003071668,0.00008922265,0.0005967426,0.00007004414,0.000003288116,0.000003351472],"genre_scores_gemma":[0.00831525,0.9910118,0.0002564982,0.000150078,0.0001348328,0.00001305699,0.0001019067,0.00001520178,0.000001349447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1569735,"threshold_uncertainty_score":0.7167493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077834381","doi":"10.1053/lv.2000.5196","title":"Biliary stenting versus bypass surgery for the palliation of malignant distal bile duct obstruction: A meta-analysis","year":2000,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Randomized controlled trial; Stent; Surgery; Meta-analysis; Confidence interval; Endoscopic stenting; Bypass surgery; Bile duct; Common bile duct; Internal medicine; Artery","retraction":null,"screen_n_in":null,"score":{"opus":0.1342416820878592,"gpt":0.3349974577717189,"spread":0.2007557756838597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377962,0.0003508515,0.002085615,0.0003720206,0.0001223652,0.00002772665,0.0001159972,0.0001996662,0.0004976054],"category_scores_gemma":[0.00002390892,0.0002096564,0.004333674,0.0008181157,0.00006908509,0.0001117036,0.000004718745,0.0001670871,0.000006191965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097418,"about_ca_system_score_gemma":0.0001667866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000182075,"about_ca_topic_score_gemma":0.0001156595,"domain_scores_codex":[0.9978675,0.0001649886,0.0008925169,0.0004369383,0.0004070326,0.0002309843],"domain_scores_gemma":[0.9975919,0.001405688,0.0004728106,0.00035817,0.0001192462,0.00005217602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001107886,0.0002640742,0.0001222208,0.06521469,0.2755429,0.00006398297,0.0007515614,0.0001861777,0.000006524249,0.00007173502,0.0002308625,0.6564373],"study_design_scores_gemma":[0.0006153786,0.00008262118,0.0004196348,0.0005074834,0.92239,0.00005143332,0.0001399163,0.0001338359,0.00001628442,0.000006194896,0.07536157,0.0002756353],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000179311,0.9949007,0.002033231,0.00007032977,0.0003474026,0.001344478,0.0009786079,0.0000378663,0.0001080592],"genre_scores_gemma":[0.00278075,0.9908322,0.0002274637,0.00001414315,0.0001289794,0.0003735618,0.005389469,0.00003696565,0.0002164704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6561617,"threshold_uncertainty_score":0.8549541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2297983638","doi":"10.1055/s-0042-100194","title":"The efficacy of peroral cholangioscopy for difficult bile duct stones and indeterminate strictures: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Meta-analysis; Bile duct; Adverse effect; Inclusion and exclusion criteria; Confidence interval; Indeterminate; Funnel plot; Publication bias; Systematic review; Clinical trial; Radiology; General surgery; Internal medicine; MEDLINE; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.07682981697913896,"gpt":0.4224221334582541,"spread":0.3455923164791151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006992703,0.0004145782,0.004574556,0.00024198,0.00009363359,0.0001530967,0.0007359275,0.0001157084,0.0002413033],"category_scores_gemma":[0.001030504,0.0001754983,0.001348448,0.000305273,0.0001242423,0.0001197427,0.0002707753,0.0001638797,0.000008495365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004695672,"about_ca_system_score_gemma":0.0001401069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003045912,"about_ca_topic_score_gemma":0.00001087588,"domain_scores_codex":[0.9976977,0.0002216218,0.001037213,0.0004726177,0.0003730141,0.0001978031],"domain_scores_gemma":[0.9969342,0.001298573,0.0008566368,0.0005078359,0.0003046649,0.0000980484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001060429,0.0002166916,0.00002543218,0.6499551,0.3387096,0.00001126853,0.000145033,1.461562e-7,0.000003777701,0.0005459956,0.00238428,0.0078966],"study_design_scores_gemma":[0.001037008,0.0001822785,0.00003627466,0.03579574,0.8384576,0.00006446769,0.00005861785,0.000004002661,0.000004414466,0.00003806782,0.1240331,0.0002883867],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001200269,0.9909407,0.00002791131,0.0008733711,0.00009081324,0.007238435,0.0005359054,0.000008853857,0.0002719724],"genre_scores_gemma":[0.0003969821,0.9939469,0.0002260676,0.0002234437,0.00004275698,0.001361047,0.0002048664,0.00003509579,0.003562808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6141593,"threshold_uncertainty_score":0.7156612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385613208","doi":"10.1053/j.gastro.2023.07.024","title":"Endoscopic Ultrasound-Guided Biliary Drainage of First Intent With a Lumen-Apposing Metal Stent vs Endoscopic Retrograde Cholangiopancreatography in Malignant Distal Biliary Obstruction: A Multicenter Randomized Controlled Study (ELEMENT Trial)","year":2023,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Jewish General Hospital; University of Alberta Hospital; Ottawa Hospital; Alberta Hospital Edmonton; University of Calgary; Vancouver General Hospital; Hôpital Charles-Le Moyne; University of Toronto; St. Paul's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Boston Scientific Corporation; American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Endoscopic ultrasound; Stent; Randomized controlled trial; Clinical endpoint; Radiology; Surgery; Pancreatitis","retraction":null,"screen_n_in":null,"score":{"opus":0.01323528298271081,"gpt":0.2568315592335889,"spread":0.243596276250878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001538528,0.0005768319,0.003166763,0.001098291,0.000107558,0.00003803092,0.0002490766,0.000117088,0.0001093398],"category_scores_gemma":[0.0003770185,0.0003916394,0.0008521946,0.0007124935,0.0004970138,0.0001232627,0.0001346377,0.0004112195,0.000005548678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328834,"about_ca_system_score_gemma":0.00006729352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004933805,"about_ca_topic_score_gemma":0.001099827,"domain_scores_codex":[0.9945754,0.001109661,0.001822095,0.0008706682,0.0006439838,0.0009781711],"domain_scores_gemma":[0.9979807,0.0004502049,0.0005481528,0.000653283,0.0001554551,0.0002121876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4214871,0.002127792,0.5700958,0.0001391558,0.002009006,0.0002485782,0.001386389,0.00002083463,0.002394851,0.000005317799,0.00005931828,0.00002584936],"study_design_scores_gemma":[0.8146686,0.00893997,0.1669192,0.0002900518,0.001789754,0.0001354405,0.00657761,0.0002866141,0.0002113017,0.0000196979,0.00001315546,0.0001486054],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856128,0.0001886145,0.000140158,0.000755452,0.0007847221,0.01228873,0.00002517628,0.0001432696,0.00006107919],"genre_scores_gemma":[0.9961997,0.0001367225,0.0005138098,0.0001941512,0.00009092064,0.002571674,0.0001613034,0.00005778688,0.00007390134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031766,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077561947","doi":"10.1097/ta.0b013e3182788e4d","title":"A population-based analysis of the clinical course of 10,304 patients with acute cholecystitis, discharged without cholecystectomy","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cholecystectomy; Cholecystitis; Acute cholecystitis; Emergency department; Population; General surgery; Emergency medicine; Internal medicine; Gallbladder","retraction":null,"screen_n_in":null,"score":{"opus":0.01390165625302462,"gpt":0.3402019074813936,"spread":0.326300251228369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005546411,0.0001557253,0.0005954339,0.0001275476,0.0001396773,0.00001188404,0.0001018531,0.00009800305,0.0001081294],"category_scores_gemma":[0.0002796764,0.00007560359,0.0003526268,0.0005206226,0.0003592193,0.0001404095,0.00001723077,0.0003496461,4.267906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003125895,"about_ca_system_score_gemma":0.0001099174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377999,"about_ca_topic_score_gemma":0.0001142532,"domain_scores_codex":[0.9982396,0.0002815085,0.000690994,0.0001011037,0.0004855804,0.0002011782],"domain_scores_gemma":[0.9979724,0.0001993864,0.0003152233,0.0002613569,0.001077133,0.0001744728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009956721,0.0006319673,0.9959385,0.000111201,0.0008927407,3.713666e-7,0.0004723386,0.00001472168,0.00003343427,0.00003940621,0.0001387977,0.00073079],"study_design_scores_gemma":[0.002978063,0.001325261,0.9855504,0.0001301506,0.00895163,0.00001894068,0.0004771845,0.00002155781,0.0003327622,0.00002753066,0.00009717362,0.00008934295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983111,0.000419225,0.0002222772,0.0003967292,0.0002343896,0.0002324383,0.00007660309,0.000006809499,0.0001004045],"genre_scores_gemma":[0.9995824,0.00003853384,0.00004554138,0.0001633711,0.0001218964,0.00000277093,0.00002260807,0.00001390292,0.000009019091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038816,"threshold_uncertainty_score":0.3083025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050448153","doi":"10.1055/s-2004-826077","title":"Precut Papillotomy Versus Persistence in Difficult Biliary Cannulation: A Prospective Randomized Trial","year":2005,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Complication; Surgery; Persistence (discontinuity); Randomization; Randomized controlled trial; Major duodenal papilla","retraction":null,"screen_n_in":null,"score":{"opus":0.02010458581959489,"gpt":0.2872361722828629,"spread":0.267131586463268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847117,0.0001855519,0.0005413403,0.0001265151,0.00005316205,0.00001875952,0.00008336933,0.00009124231,0.0004312191],"category_scores_gemma":[0.0006073836,0.0001421343,0.0001851088,0.0003350201,0.0001380416,0.0001272481,0.0000228745,0.0002216788,0.00006466304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774831,"about_ca_system_score_gemma":0.0001879792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632172,"about_ca_topic_score_gemma":0.0002564881,"domain_scores_codex":[0.9985864,0.0001172198,0.0003521402,0.000351061,0.000304837,0.0002883839],"domain_scores_gemma":[0.9992625,0.0002292725,0.00007351231,0.0002333041,0.00009532097,0.0001060582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9888436,0.000497153,0.005645152,0.00002584118,0.0001194412,0.00001767876,0.002391864,0.00004184855,0.0005406803,0.000120895,0.0008709153,0.00088493],"study_design_scores_gemma":[0.9873245,0.0005281596,0.007297975,0.0000587001,0.000138959,0.000003841445,0.0007338761,0.0005402373,0.001607482,0.00004901707,0.001550172,0.0001670479],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733293,0.0005061608,0.00002613811,0.00191875,0.0005733712,0.003709888,0.000004578532,0.00009533663,0.01983647],"genre_scores_gemma":[0.9963979,0.00008334904,0.001180976,0.0001723283,0.0004110282,0.0004792678,0.00002769965,0.00001841198,0.001229035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230686,"threshold_uncertainty_score":0.5796068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004521980","doi":"10.1080/13651820600700617","title":"Management of perforation after endoscopic retrograde cholangiopancreatography (ERCP): a population-based review","year":2006,"lang":"en","type":"review","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Perforation; Surgery; Anastomosis; Complication; Endoscopy; Population; Pancreatitis","retraction":null,"screen_n_in":null,"score":{"opus":0.02165363095778349,"gpt":0.3124210639718039,"spread":0.2907674330140204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001653831,0.0003592524,0.001526304,0.0003070736,0.00002798642,0.00001225589,0.0001091742,0.0001678679,0.0002934042],"category_scores_gemma":[0.000009910611,0.0002757415,0.0009068878,0.0007047529,0.0000304879,0.00003802388,0.00001988231,0.0002099156,0.000030112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005981531,"about_ca_system_score_gemma":0.00007632083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008023363,"about_ca_topic_score_gemma":0.000007204303,"domain_scores_codex":[0.9981804,0.00008904957,0.000736837,0.0003761505,0.0003865156,0.0002309925],"domain_scores_gemma":[0.998966,0.00002143358,0.0003057038,0.0005746253,0.00006239077,0.00006983407],"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":[0.000009992039,0.0001556614,0.005403338,0.300739,0.0002703298,0.00003986542,0.000002984301,1.235726e-7,5.218811e-8,0.00001910181,0.001824823,0.6915347],"study_design_scores_gemma":[0.0004863105,0.0001135173,0.01014821,0.1588285,0.006462058,0.0000103034,0.000004612351,0.000004015495,1.995362e-7,0.000003620642,0.82371,0.0002286333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000585635,0.9958807,0.00004916641,0.00003004809,0.00009040623,0.002329044,0.00003786512,0.00005251267,0.001471745],"genre_scores_gemma":[0.0002279339,0.9941481,0.001754587,0.0001627232,0.00008143573,0.0005745983,0.002717384,0.0000514827,0.0002817471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8218852,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114203830","doi":"10.1053/gast.2000.16495","title":"Mechanism for the transit-induced increase in colonic deoxycholic acid formation in cholesterol cholelithiasis","year":2000,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Deoxycholic acid; Internal medicine; Bile acid; Gastroenterology; Gallbladder; Chemistry; Cholesterol; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01609206820747991,"gpt":0.2606376517064851,"spread":0.2445455834990052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724298,0.0001657978,0.0003005243,0.000184641,0.0000486218,0.00001265768,0.0001486592,0.0001267733,0.0001646217],"category_scores_gemma":[0.00003401306,0.0001278948,0.0001010091,0.0001499449,0.00004317002,0.0001241245,0.00001205298,0.0002821096,0.00002758332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007104518,"about_ca_system_score_gemma":0.00002388679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631588,"about_ca_topic_score_gemma":0.004326954,"domain_scores_codex":[0.9986394,0.0001085413,0.0003790952,0.0002549853,0.0001179421,0.0005000456],"domain_scores_gemma":[0.999535,0.00003647859,0.00004796145,0.0002657197,0.0000372422,0.00007754564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05458693,0.006868611,0.4059748,0.0009508498,0.0007182676,0.000334301,0.02895804,0.0007253457,0.2603297,0.0008506099,0.002657803,0.2370447],"study_design_scores_gemma":[0.02458333,0.003153361,0.9601659,0.00009782326,0.0001586759,0.0005801014,0.0008515228,0.004346657,0.004739682,0.0006417076,0.000506937,0.0001743115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881891,0.00003612476,0.0006546453,0.009706423,0.00007658975,0.001181117,0.00001126307,0.00002808424,0.0001166625],"genre_scores_gemma":[0.9910107,0.00009286575,0.0001244922,0.008209602,0.00004729279,0.0004244309,0.00004141342,0.00001875346,0.00003040918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5541911,"threshold_uncertainty_score":0.5215399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954626606","doi":"10.1016/j.gie.2019.06.032","title":"Covered and uncovered biliary metal stents provide similar relief of biliary obstruction during neoadjuvant therapy in pancreatic cancer: a randomized trial","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Boston Scientific Corporation","keywords":"Medicine; Biliary stent; Biliary tract cancer; Pancreatic cancer; Neoadjuvant therapy; Randomized controlled trial; Biliary tract; Internal medicine; Cancer; Gastroenterology; General surgery; Oncology; Stent; Gemcitabine; Breast cancer","retraction":null,"screen_n_in":null,"score":{"opus":0.01173716302487515,"gpt":0.2551639098504735,"spread":0.2434267468255983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005376492,0.0003381075,0.001295708,0.0002611469,0.00003747267,0.00001791004,0.0001050369,0.00006687173,0.0001723777],"category_scores_gemma":[0.0007965644,0.0002601181,0.0002552976,0.0002840518,0.0002017957,0.0001821702,0.00005141726,0.0003067001,0.000005425416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109839,"about_ca_system_score_gemma":0.0002912924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391674,"about_ca_topic_score_gemma":0.00004313519,"domain_scores_codex":[0.9975131,0.0003000377,0.000814397,0.0005180757,0.0004332356,0.0004211995],"domain_scores_gemma":[0.9986165,0.0004511692,0.0003307035,0.000345858,0.0001175948,0.00013815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6108184,0.0003228278,0.1343448,0.0003259553,0.0001229991,0.0000357525,0.0001575554,0.0001084337,0.2531728,0.000006609374,0.00001675285,0.0005671301],"study_design_scores_gemma":[0.9344869,0.003327853,0.05059325,0.001487448,0.0002757116,0.0007928782,0.0005768255,0.0009594419,0.006941275,0.0002896699,0.00001134027,0.0002574719],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943616,0.0008306683,0.00004127077,0.0002528335,0.0003351873,0.003889538,0.00002749992,0.0000520186,0.0002093965],"genre_scores_gemma":[0.9938104,0.0007187559,0.004812966,0.00007669762,0.00008948175,0.0001926301,0.00003842545,0.00004161456,0.0002189856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236685,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390731794","doi":"10.1016/s0140-6736(23)02356-5","title":"Indomethacin with or without prophylactic pancreatic stent placement to prevent pancreatitis after ERCP: a randomised non-inferiority trial","year":2024,"lang":"en","type":"article","venue":"The Lancet","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Pancreatitis; Stent; Biliary stent; Randomized controlled trial; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.02235217772847797,"gpt":0.2974580280537274,"spread":0.2751058503252494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006728894,0.00028815,0.0009439859,0.0001000081,0.00006785067,0.0001214521,0.0001647015,0.00006452487,0.0005843976],"category_scores_gemma":[0.0001465877,0.0001329283,0.0001329171,0.0003706731,0.00007478697,0.00007293183,0.00005890981,0.0003262243,0.000124973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159665,"about_ca_system_score_gemma":0.000330326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249344,"about_ca_topic_score_gemma":0.0001276074,"domain_scores_codex":[0.9981257,0.0001650403,0.0003400368,0.0004054836,0.000511579,0.000452162],"domain_scores_gemma":[0.9988633,0.0001890038,0.00005282226,0.0006582603,0.00006194196,0.0001746308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9718915,0.0006951658,0.007323043,0.001593434,0.00107757,0.0003251254,0.00485092,0.00001873776,0.001789063,0.00001513419,0.005033981,0.005386329],"study_design_scores_gemma":[0.8959525,0.02488998,0.02835116,0.003557254,0.005497742,0.0005545984,0.002715826,0.001010011,0.007408491,0.0001511615,0.02841373,0.001497538],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860005,0.0003629877,0.0003997559,0.003525137,0.0002986266,0.007260597,0.00002851079,0.0001377801,0.001986085],"genre_scores_gemma":[0.9897184,0.0001021038,0.0007146143,0.001082771,0.001260629,0.002495309,0.00001604839,0.00004586705,0.004564298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07593898,"threshold_uncertainty_score":0.6398744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119571558","doi":"10.1016/s0889-8553(03)00090-6","title":"Diagnosis and management of cholecystitis and cholangitis","year":2003,"lang":"en","type":"review","venue":"Gastroenterology Clinics of North America","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Asymptomatic; Cholecystostomy; Biliary tract; Cholecystitis; Acute cholecystitis; General surgery; Cholecystectomy; Decompression; Surgery; Gallbladder","retraction":null,"screen_n_in":null,"score":{"opus":0.0300763010966707,"gpt":0.3258107060876583,"spread":0.2957344049909876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001159856,0.0003307631,0.002200147,0.0002089362,0.00002398644,0.000004386014,0.0001257194,0.0001417934,0.00004500536],"category_scores_gemma":[0.0000362561,0.0002873661,0.0003163613,0.0001695104,0.000568333,0.00002760962,0.0001334672,0.00030309,0.000003840419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001172215,"about_ca_system_score_gemma":0.00003576365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001572792,"about_ca_topic_score_gemma":0.00002113694,"domain_scores_codex":[0.9980283,0.0001219053,0.0009157577,0.0004624286,0.0001581063,0.0003135115],"domain_scores_gemma":[0.9986426,0.00009884326,0.0006464475,0.0003898746,0.00006655939,0.0001556228],"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":[0.00004820959,0.0002087861,0.1574478,0.01520163,0.0008064591,0.00004677181,0.0000140789,1.13272e-7,5.364313e-9,0.000001813464,0.0005374883,0.8256869],"study_design_scores_gemma":[0.001626551,0.002254629,0.08914714,0.004620763,0.003883183,0.0002473398,0.00003103402,7.335429e-7,3.765591e-8,0.000005564541,0.8980324,0.0001505997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01323699,0.9852355,0.00003242886,0.00008166194,0.0001345304,0.0008575524,0.0002072976,0.00001325908,0.0002008437],"genre_scores_gemma":[0.0006642374,0.9970592,0.001465949,0.0003968757,0.00002128433,0.0001196284,0.0001923517,0.00003466949,0.00004585282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8974949,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","retraction":null,"screen_n_in":null,"score":{"opus":0.07968277358424551,"gpt":0.3936892080134076,"spread":0.314006434429162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002226716,0.001903548,0.009954566,0.0008240235,0.0001864001,0.000001268236,0.001494574,0.001139872,0.01060339],"category_scores_gemma":[0.007383042,0.001239649,0.001798596,0.003195464,0.0001694475,0.0001991658,0.0002092804,0.002998387,0.002447608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650822,"about_ca_system_score_gemma":0.0004442969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149285,"about_ca_topic_score_gemma":0.00001037612,"domain_scores_codex":[0.9880117,0.0005800938,0.006898919,0.001669851,0.001422552,0.001416843],"domain_scores_gemma":[0.9935107,0.0002844206,0.002107908,0.002328365,0.0005198602,0.00124881],"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":[0.000009793094,0.0001385728,0.00009603154,0.7537847,0.001004274,0.00001495338,0.000482237,9.213582e-9,0.00000450958,0.00005340506,0.2308062,0.01360534],"study_design_scores_gemma":[0.0002813068,0.0003378733,0.00002077087,0.5321254,0.0202151,0.0001713008,0.0001585796,1.80745e-7,7.2079e-7,0.00005858039,0.4459184,0.0007118567],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001820529,0.9724369,0.00001557923,0.0006882205,0.003629184,0.01315491,0.00005419717,0.0002872596,0.009715564],"genre_scores_gemma":[0.00001272269,0.9830024,0.00002446947,0.002773215,0.002303929,0.004595134,0.0006129291,0.0003270046,0.006348143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2216593,"threshold_uncertainty_score":0.9993708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036280065","doi":"10.1503/cmaj.1041363","title":"Rate of elective cholecystectomy and the incidence of severe gallstone disease","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Cholecystectomy; Incidence (geometry); Disease; General surgery; Gallbladder disease; Internal medicine; Gastroenterology","retraction":null,"screen_n_in":null,"score":{"opus":0.003661476082678627,"gpt":0.2272388078381563,"spread":0.2235773317554776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302129,0.00006645735,0.0002199596,0.00009197593,0.00008397989,0.00001035174,0.00008616746,0.00009472686,0.0006875706],"category_scores_gemma":[0.00221897,0.00004421309,0.00007440065,0.0001692149,0.0001420122,0.00006523018,0.000008974568,0.0004206742,0.000005076415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095269,"about_ca_system_score_gemma":0.001885819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627375,"about_ca_topic_score_gemma":0.008705614,"domain_scores_codex":[0.9987,0.0001571252,0.0003083713,0.00007795225,0.0005635589,0.0001929725],"domain_scores_gemma":[0.9983692,0.0001816347,0.00020066,0.00006902499,0.0003967421,0.000782806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001551842,0.0002881304,0.7920259,0.0002080012,0.00118711,0.0003228855,0.006053529,0.0000577784,0.0004285622,0.002081434,0.06718873,0.1286061],"study_design_scores_gemma":[0.01157927,0.000108507,0.9586733,0.0002436342,0.0002076974,0.000371791,0.0008926491,0.0005794257,0.0001221491,0.0007566768,0.02633972,0.0001251943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327328,0.0009839428,0.00002118615,0.06438602,0.00006812343,0.0001811719,0.00001150883,0.000003721334,0.001611525],"genre_scores_gemma":[0.9941859,0.0002883451,0.00003316018,0.004972565,0.000255974,0.000003175229,0.000002144836,0.000005511408,0.0002532117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666474,"threshold_uncertainty_score":0.7528417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527337205","doi":"10.1111/j.1532-950x.2012.01072.x","title":"Clinical Findings and Prognostic Factors for Dogs Undergoing Cholecystectomy for Gall Bladder Mucocele","year":2013,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of Prince Edward Island","funders":"","keywords":"Medicine; Gall; Cholecystectomy; Mucocele; Histopathology; Gallbladder; Abdominal cavity; Cholescintigraphy; Abdominal ultrasonography; Hyperplasia; Univariate analysis; Surgery; Gastroenterology; Internal medicine; Ultrasonography; Pathology; Multivariate analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.07081174304447402,"gpt":0.3253854665189432,"spread":0.2545737234744692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965163,0.0002494311,0.000550462,0.0001648795,0.0001335042,0.00006247947,0.00006637031,0.0001731074,0.0001383085],"category_scores_gemma":[0.001168403,0.0002054437,0.0003470262,0.0001160697,0.0001164316,0.0002027414,0.00005033325,0.0001401906,0.0000162139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002189848,"about_ca_system_score_gemma":0.0001347906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003358656,"about_ca_topic_score_gemma":0.000003622386,"domain_scores_codex":[0.9983252,0.00004358228,0.0005153129,0.0004691117,0.0001448571,0.000501964],"domain_scores_gemma":[0.9959935,0.003318446,0.00009131983,0.0002265793,0.0001347462,0.0002353846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004882254,0.0004074764,0.9535755,0.001402241,0.0003027075,0.00002494156,0.0002921993,3.390458e-7,0.003719419,0.00001958378,0.0309683,0.008799098],"study_design_scores_gemma":[0.004389222,0.003155471,0.9631429,0.0003400444,0.0002478634,0.0002058054,0.0008079645,0.0003537371,0.0002788101,0.0004243928,0.02608288,0.000570945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958503,0.0002677508,0.0003612814,0.0007582621,0.0005099977,0.001952273,0.0000186001,0.0001159037,0.0001656479],"genre_scores_gemma":[0.9971341,0.0001021436,0.0009630009,0.0005090193,0.0001944062,0.00045578,0.0001199465,0.00005868671,0.0004628721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009567398,"threshold_uncertainty_score":0.8377751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167552240","doi":"10.1016/s0002-9610(03)00056-4","title":"Surgeons’ anonymous response after bile duct injury during cholecystectomy","year":2003,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Bile duct; General surgery; Cholecystectomy; Laparoscopic cholecystectomy; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01342484361593643,"gpt":0.2564289513656858,"spread":0.2430041077497493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002099577,0.0001917923,0.0006834617,0.0004243977,0.00009074809,0.00002628395,0.000118238,0.00002937814,0.0003389125],"category_scores_gemma":[0.000723609,0.0001194748,0.0004503919,0.0007352523,0.0003744149,0.0001124363,0.00002121998,0.0004026375,0.00002755236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006600036,"about_ca_system_score_gemma":0.0004532457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002622917,"about_ca_topic_score_gemma":8.870483e-7,"domain_scores_codex":[0.9977744,0.0006426392,0.0005949012,0.000153773,0.0004378028,0.0003964496],"domain_scores_gemma":[0.9979786,0.0006963186,0.0005125634,0.0003903279,0.0002080527,0.0002141464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04261276,0.0005477371,0.8826152,0.00008076197,0.0006064565,0.00261899,0.001118397,0.00001348339,0.05208576,0.000004113575,0.005889705,0.0118066],"study_design_scores_gemma":[0.0009080615,0.0003688762,0.9755359,0.0001731915,0.0001464622,0.005435375,0.001744327,6.617768e-7,0.008506676,0.00003138615,0.00693071,0.0002183546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967764,0.0008002107,0.000008172072,0.001694478,0.00034526,0.0001021983,0.000003780933,0.00002130558,0.0002482066],"genre_scores_gemma":[0.9983327,0.0002728389,0.00005186698,0.0008428944,0.0001231766,0.000007524432,5.033254e-7,0.00003641212,0.0003320827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09292068,"threshold_uncertainty_score":0.4872041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479308360","doi":"10.1111/apt.13764","title":"The impact of delayed biliary decompression and anti‐microbial therapy in 260 patients with cholangitis‐associated septic shock","year":2016,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Surrey Memorial Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Septic shock; Internal medicine; Decompression; Shock (circulatory); Gastroenterology; Retrospective cohort study; Odds ratio; Mortality rate; Surgery; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.01370037090100809,"gpt":0.3048897147663563,"spread":0.2911893438653482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512464,0.0002085259,0.000287621,0.00008671323,0.00009451887,0.000007398413,0.0001204532,0.00009326436,0.0001832222],"category_scores_gemma":[4.870275e-7,0.00009731233,0.0000815505,0.0001541623,0.0002655515,0.00009002788,0.00004116415,0.0001584108,0.000002870612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020277,"about_ca_system_score_gemma":0.00009035347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414521,"about_ca_topic_score_gemma":0.00003592868,"domain_scores_codex":[0.9988462,0.0001442816,0.0002776672,0.0002303382,0.0001520135,0.0003494716],"domain_scores_gemma":[0.9993502,0.0002071563,0.0001250374,0.0001558829,0.00008696513,0.00007476158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002192011,0.0008867321,0.6791424,0.000003454595,0.003953897,0.000007549773,0.0002530334,0.000005573478,0.3077058,5.638813e-7,0.0004085442,0.005440384],"study_design_scores_gemma":[0.01945512,0.002629661,0.9494599,0.00006455362,0.001117772,0.00001185923,0.00008376666,0.00006747579,0.02669073,0.00004056781,0.0001914635,0.000187115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971423,0.0008621689,0.000003042924,0.001006886,0.000144266,0.000733504,0.00005232078,0.00002252578,0.00003304044],"genre_scores_gemma":[0.9950122,0.002950312,0.00002067713,0.001860468,0.00002728711,0.00001685564,0.00005002707,0.00002841427,0.00003380086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810151,"threshold_uncertainty_score":0.3968282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1875639825","doi":"10.1002/14651858.cd009662.pub2","title":"Guidewire-assisted cannulation of the common bile duct for the prevention of post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Dalhousie University; University of Ulsan","keywords":"Endoscopic retrograde cholangiopancreatography; Medicine; Pancreatitis; Common bile duct; Common bile duct stone; General surgery; Bile duct; Radiology; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.1092399513053679,"gpt":0.380142583963839,"spread":0.2709026326584711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003595739,0.0005797582,0.006651528,0.0002837151,0.00009999709,0.00001517867,0.0007039914,0.0002164545,0.00009078167],"category_scores_gemma":[0.001876092,0.0002690068,0.002890501,0.001057238,0.0002270854,0.0001349584,0.000114526,0.0002637142,0.000007036962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006096112,"about_ca_system_score_gemma":0.0002578401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004058387,"about_ca_topic_score_gemma":0.00009147183,"domain_scores_codex":[0.9927914,0.001561408,0.004212792,0.0003848135,0.0007301308,0.0003194161],"domain_scores_gemma":[0.9902687,0.001117784,0.005147872,0.002840037,0.0005294694,0.00009612798],"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":[0.00001663688,0.0002252203,0.0002647713,0.9621446,0.0007967579,6.757845e-7,0.00009492078,5.738009e-8,0.00009195301,0.00009242586,0.0009949927,0.03527699],"study_design_scores_gemma":[0.0007938792,0.000259123,0.0006416548,0.9074156,0.03326048,0.000171486,0.0001557999,0.000006051567,0.00005574762,0.000006892993,0.05699194,0.0002412898],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001787243,0.974364,0.0001418122,0.00003919186,0.0003671286,0.02340807,0.001361536,0.00001556354,0.0001239973],"genre_scores_gemma":[0.002132315,0.9915729,0.0006248726,0.0000208073,0.0001126265,0.002534344,0.002801124,0.0000651752,0.0001358611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05599695,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1523437341","doi":"10.1111/j.1365-2036.2006.03225.x","title":"The safety of endoscopic sphincterotomy in patients receiving antiplatelet agents – a case–control study","year":2006,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McGill University","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Clopidogrel; Aspirin; Odds ratio; Coagulopathy; Confounding; Surgery; Internal medicine; Gastroenterology","retraction":null,"screen_n_in":null,"score":{"opus":0.01463126465413508,"gpt":0.2991351230384822,"spread":0.2845038583843472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003418325,0.0002164619,0.0003580418,0.0001057955,0.0001581272,0.000009452327,0.0001570162,0.00006731746,0.0002319725],"category_scores_gemma":[4.064483e-7,0.0001595893,0.00008212271,0.0002117809,0.0001365555,0.00006688019,0.00005110887,0.0002590476,0.000007000924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009045388,"about_ca_system_score_gemma":0.00004736533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003610019,"about_ca_topic_score_gemma":0.00025781,"domain_scores_codex":[0.9981939,0.0003233215,0.0005770784,0.00026818,0.0002371441,0.0004004159],"domain_scores_gemma":[0.9992962,0.0002034196,0.0001531484,0.0002303856,0.00006867878,0.0000481947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001305918,0.002692151,0.9845227,0.00001731475,0.003376386,0.0003736611,0.0004813981,0.00002782908,0.004193667,0.000001681385,0.0001941564,0.002813121],"study_design_scores_gemma":[0.02326699,0.001285345,0.9665383,0.0000168871,0.003840251,0.000050022,0.0007066519,0.0001727606,0.002927794,0.00002509147,0.001033697,0.0001362319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952286,0.0004420118,0.000004235428,0.000902546,0.0005394005,0.002571469,0.00003031885,0.00002463893,0.0002568121],"genre_scores_gemma":[0.9959988,0.0001562022,0.00002668119,0.003559031,0.0000756993,0.00006998164,0.0000270679,0.00002594001,0.00006056946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196107,"threshold_uncertainty_score":0.6507862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125147095","doi":"10.1080/13651820600746867","title":"Nonoperative imaging techniques in suspected biliary tract obstruction","year":2006,"lang":"en","type":"article","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Royal Victoria Hospital; McGill University Health Centre; Jewish General Hospital; Montreal General Hospital; McMaster University Medical Centre","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Percutaneous transhepatic cholangiography; Magnetic resonance cholangiopancreatography; Radiology; Percutaneous; Magnetic resonance imaging; Endoscopic ultrasound; Jaundice; Cholangiography; Surgery; Pancreatitis","retraction":null,"screen_n_in":null,"score":{"opus":0.007587575267127391,"gpt":0.2552841312880549,"spread":0.2476965560209275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006400191,0.00008823394,0.0001299464,0.0001324891,0.00002723619,0.00001233928,0.00002867889,0.00003892247,0.0001653763],"category_scores_gemma":[0.00002142585,0.00007443083,0.00003702812,0.0002042724,0.00004192836,0.0000974554,0.000008121392,0.000139656,0.00001410282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006198706,"about_ca_system_score_gemma":0.00003881745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761025,"about_ca_topic_score_gemma":0.0001573882,"domain_scores_codex":[0.9994136,0.00002050293,0.0001542629,0.0001665526,0.00009598445,0.0001490932],"domain_scores_gemma":[0.999779,0.00001407962,0.00002256015,0.0001138631,0.00004626458,0.00002419703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000965945,0.0006122287,0.7224711,0.00005067467,0.00001246016,0.0001910582,0.000491533,0.000006753223,0.1925837,0.0001960427,0.004776716,0.07851125],"study_design_scores_gemma":[0.0009069152,0.0000760264,0.9562961,0.00006258569,0.00002294263,0.0001386216,0.0007792424,0.000821378,0.03719573,0.0003884443,0.003153116,0.0001589407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784253,0.000188759,0.0003500259,0.0005866389,0.00007687518,0.0003338761,0.000002186081,0.0001747807,0.0198616],"genre_scores_gemma":[0.9968961,0.00001822699,0.002348451,0.000159919,0.000121846,0.00002094738,0.00004044615,0.00001281526,0.0003812144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233825,"threshold_uncertainty_score":0.3035201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988840273","doi":"10.1097/sla.0b013e3182456ec0","title":"Laparoendoscopic Rendezvous Versus Preoperative ERCP and Laparoscopic Cholecystectomy for the Management of Cholecysto-Choledocholithiasis","year":2012,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Medicine; Pancreatitis; Randomized controlled trial; Endoscopic retrograde cholangiopancreatography; Common bile duct; Hyperamylasemia; Laparoscopic cholecystectomy; Stage (stratigraphy); Surgery; Interim analysis; Cholecystectomy; General surgery; Clinical endpoint","retraction":null,"screen_n_in":null,"score":{"opus":0.1875012535532043,"gpt":0.3684356857199403,"spread":0.180934432166736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005443044,0.0001850083,0.0005200946,0.0001289134,0.00008064134,0.00001161967,0.00009479951,0.00006807099,0.00004938115],"category_scores_gemma":[0.00010935,0.000129443,0.0002006837,0.0002363937,0.0001908864,0.0001557986,0.00005565746,0.0001143252,0.000003495444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009381157,"about_ca_system_score_gemma":0.00004254928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004395455,"about_ca_topic_score_gemma":0.000002849509,"domain_scores_codex":[0.9986304,0.00004834783,0.0004192033,0.0002126484,0.0002771855,0.0004121963],"domain_scores_gemma":[0.9986239,0.0004986913,0.0001687397,0.0003875844,0.0001942613,0.0001268442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01645635,0.004675466,0.7297142,0.01572414,0.01419295,0.00003746603,0.01165793,0.00003667884,0.005018252,0.005501583,0.08080053,0.1161845],"study_design_scores_gemma":[0.0120592,0.0006029672,0.8918346,0.001021188,0.001101884,0.00002351275,0.00404686,0.00002335753,0.0690492,0.0001222357,0.01972415,0.0003908651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860814,0.008698775,0.00002555358,0.001747453,0.0004672742,0.0008031597,0.00003321669,0.00002290827,0.002120217],"genre_scores_gemma":[0.9961914,0.002580412,0.0001471472,0.0003949896,0.00009531188,0.0001432212,0.00001885837,0.00002257948,0.0004060617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621204,"threshold_uncertainty_score":0.5278534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125736408","doi":"10.1016/s1072-7515(03)00112-1","title":"Who Oversees Innovative Practice? is There a Structure That Meets the Monitoring Needs of New Techniques?","year":2003,"lang":"en","type":"review","venue":"Journal of the American College of Surgeons","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pavilion; St louis; General surgery; Alimentary tract; Management; Library science; Art history; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03775701456933002,"gpt":0.3392938045432907,"spread":0.3015367899739607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413377,0.0004556819,0.002869143,0.0005217937,0.00009961209,0.00001541504,0.0006899514,0.0001646456,0.00009953312],"category_scores_gemma":[0.0007269071,0.0002181199,0.001155186,0.003380205,0.000527864,0.000151512,0.0001264446,0.001239523,5.09368e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573278,"about_ca_system_score_gemma":0.002553063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274659,"about_ca_topic_score_gemma":0.000005970065,"domain_scores_codex":[0.9969044,0.000466339,0.001219316,0.0001576162,0.0009543273,0.0002980118],"domain_scores_gemma":[0.9910879,0.0007596164,0.006347203,0.0007195304,0.00095996,0.0001257938],"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":[0.0007896745,0.000680886,0.007785979,0.006922648,0.01132464,0.0002060933,0.003459548,0.000003323494,0.0001880906,0.0003755907,0.2046573,0.7636063],"study_design_scores_gemma":[0.0003199802,0.0004216341,0.0004623311,0.01079462,0.002585734,0.001439246,0.0109783,1.196455e-7,0.0004680658,0.00006439646,0.9722665,0.0001990874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002488355,0.9874874,0.00001176053,0.005212099,0.0006230849,0.001225355,0.0003144358,0.00001137091,0.002626161],"genre_scores_gemma":[0.01376644,0.9836742,0.0008031604,0.0003562702,0.0002491839,0.000005785167,0.000001482664,0.00006936786,0.001074099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7676092,"threshold_uncertainty_score":0.8894672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2264848087","doi":"10.1016/j.jpedsurg.2016.02.017","title":"The increasing incidence of gallbladder disease in children: A 20year perspective","year":2016,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"London Health Sciences Centre; Schulich School of Medicine and Dentistry, Western University; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Incidence (geometry); Cholecystectomy; Population; Gallbladder; Gallbladder disease; Retrospective cohort study; Cohort; Pediatrics; Demography; General surgery; Surgery; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.01092594925683016,"gpt":0.25524066866062,"spread":0.2443147194037898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318126,0.0001157022,0.0003500404,0.0004035016,0.00004310078,0.00001126604,0.0001193005,0.00004652565,0.00007014551],"category_scores_gemma":[0.004133969,0.00005857437,0.0002942082,0.0004430712,0.0001008971,0.0001712317,0.0000323322,0.0001892901,0.000005360212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054455,"about_ca_system_score_gemma":0.0006892707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099035,"about_ca_topic_score_gemma":0.000007333285,"domain_scores_codex":[0.9983541,0.0001615369,0.0006189799,0.0001225072,0.0005043925,0.000238446],"domain_scores_gemma":[0.9972832,0.001466354,0.0004642867,0.000185302,0.0004110709,0.0001897659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007193396,0.0001666899,0.9913145,0.00001390381,0.00006240937,0.00007758422,0.0001213676,0.000001726586,0.0002131765,0.00002263457,0.005638501,0.001648219],"study_design_scores_gemma":[0.0007409356,0.00006711158,0.9978015,0.00009551438,0.000175705,0.0001042715,0.0003581042,0.00000195106,0.00005450628,0.0004481338,0.00007128304,0.00008095684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908262,0.006377726,0.00002122997,0.002282052,0.0002389008,0.0001229175,0.00000384035,0.000005387589,0.0001216914],"genre_scores_gemma":[0.9931756,0.005334848,0.00004397241,0.00007764488,0.00130689,0.000001885875,3.373409e-7,0.00001376495,0.00004504164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006487079,"threshold_uncertainty_score":0.4949045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998094342","doi":"10.1016/s0016-5107(04)01457-9","title":"The elective evaluation of patients with suspected choledocholithiasis undergoing laparoscopic cholecystectomy","year":2004,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Medicine; Gallstones; Cholangiography; Laparoscopic cholecystectomy; Cholecystectomy; General surgery; Common bile duct; Bile duct; Pancreatitis; Radiology; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.02577279430144761,"gpt":0.3174140489694052,"spread":0.2916412546679575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006867222,0.0006474611,0.001552986,0.0002751418,0.0002111358,0.00005662446,0.0003132171,0.0001174698,0.00007879305],"category_scores_gemma":[0.001862952,0.0003839482,0.0003883576,0.0008968243,0.0003129352,0.00009143579,0.00006402106,0.0007921346,0.00002831235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008265834,"about_ca_system_score_gemma":0.003615351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005039238,"about_ca_topic_score_gemma":0.00007017857,"domain_scores_codex":[0.9959753,0.0004552668,0.0008515986,0.0006431357,0.001433999,0.0006406819],"domain_scores_gemma":[0.9963115,0.0006083195,0.0008202111,0.0007028831,0.001379796,0.0001772675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006760221,0.005746499,0.07040966,0.1168908,0.005725357,0.0001248205,0.0007755168,0.0001865248,0.00006742769,0.000768775,0.0008366108,0.7917078],"study_design_scores_gemma":[0.1451786,0.02301326,0.1010931,0.6021475,0.05244844,0.006556886,0.001191394,0.00007591884,0.0001543034,0.001153369,0.06340059,0.003586517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005837687,0.985723,0.0001979181,0.00005286116,0.0001724356,0.005263328,0.00005812674,0.0001250518,0.002569576],"genre_scores_gemma":[0.01390435,0.9766767,0.006594151,0.00004635903,0.0002617816,0.0009652665,0.0009947969,0.0003146294,0.0002419817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7881212,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037489384","doi":"10.1016/j.jvir.2012.09.019","title":"Endoscopic or Percutaneous Biliary Drainage for Klatskin Tumors?","year":2012,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Klatskin tumor; Biliary drainage; Hazard ratio; Surgery; Decompression; Therapeutic effect; Percutaneous; Confidence interval; Internal medicine; Resection","retraction":null,"screen_n_in":null,"score":{"opus":0.02128242065159363,"gpt":0.3004296869000793,"spread":0.2791472662484857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005591863,0.0001087696,0.0003855915,0.0001493306,0.00004705007,0.000008237055,0.0000674896,0.00008148373,0.0005274975],"category_scores_gemma":[0.0003242464,0.00007077469,0.0005490088,0.00004964722,0.00009168562,0.0001137868,0.00001993424,0.0001721255,0.000003561186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003533691,"about_ca_system_score_gemma":0.00007012309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004627434,"about_ca_topic_score_gemma":0.00000277342,"domain_scores_codex":[0.9990389,0.00007610501,0.0004221508,0.00009673094,0.0001391524,0.0002269491],"domain_scores_gemma":[0.9993704,0.000128077,0.00014395,0.00008468816,0.0001173611,0.0001555311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01685388,0.01596556,0.5198832,0.007942757,0.02136105,0.003420913,0.006998328,0.00009347018,0.1274649,0.04779414,0.1297985,0.1024233],"study_design_scores_gemma":[0.01800232,0.02545073,0.5800506,0.001396022,0.002606487,0.2160408,0.002899869,0.0003682528,0.001644354,0.0105261,0.1403771,0.0006373825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820117,0.01165924,0.004073814,0.0009831167,0.0005308707,0.0002694869,0.000008614497,0.000007980465,0.0004551798],"genre_scores_gemma":[0.9965131,0.000234491,0.00201139,0.0003163193,0.0005603055,0.000005651308,0.00001299686,0.00001255135,0.0003332518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2126198,"threshold_uncertainty_score":0.5775728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}