{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":113,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":113,"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","author_layer_release":"2026-06-26"},"query_hash":"977c4c7614cd","filters":{"venue":"Endoscopy International Open"}},"results":[{"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","authors":[{"name":"Praneet Korrapati","is_ca":false},{"name":"Jody D. Ciolino","is_ca":false},{"name":"Sachin Wani","is_ca":false},{"name":"Janak N. Shah","is_ca":false},{"name":"Rabindra R. Watson","is_ca":false},{"name":"Vignesh Muthusamy","is_ca":false},{"name":"Jason Klapman","is_ca":false},{"name":"Srinadh Komanduri","is_ca":false}],"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":"W2886121762","doi":"10.1055/a-0625-6288","title":"Peroral endoscopic myotomy is effective and safe in non-achalasia esophageal motility disorders: an international multicenter study","year":2018,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Achalasia; Medicine; Myotomy; Esophageal Disorder; Esophageal motility disorder; High resolution manometry; Retrospective cohort study; Adverse effect; Heller myotomy; Esophageal spasm; Chest pain; Cohort; Esophagus; Surgery; Internal medicine; Gastroenterology","authors":[{"name":"Mouen A. Khashab","is_ca":false},{"name":"Pietro Familiari","is_ca":false},{"name":"Peter V. Draganov","is_ca":false},{"name":"Hanaa Dakour Aridi","is_ca":false},{"name":"Joo Young Cho","is_ca":false},{"name":"Michael Ujiki","is_ca":false},{"name":"Ricardo Rio Tinto","is_ca":false},{"name":"Hubert Louis","is_ca":false},{"name":"Pankaj Desai","is_ca":false},{"name":"Vic Velanovich","is_ca":false},{"name":"Eduardo Albéniz","is_ca":false},{"name":"Amyn Haji","is_ca":false},{"name":"Jeffrey M. Marks","is_ca":false},{"name":"Guido Costamagna","is_ca":false},{"name":"Jacques Devière","is_ca":false},{"name":"Yaseen Perbtani","is_ca":false},{"name":"Mason Hedberg","is_ca":false},{"name":"Fermín Estremera","is_ca":false},{"name":"Luis Alfonso Martín Del Campo","is_ca":false},{"name":"Dennis Yang","is_ca":false},{"name":"Majidah Bukhari","is_ca":false},{"name":"Olaya I. Brewer Gutierrez","is_ca":false},{"name":"Omid Sanaei","is_ca":false},{"name":"Lea Fayad","is_ca":false},{"name":"Amol Agarwal","is_ca":false},{"name":"Vivek Kumbhari","is_ca":false},{"name":"Yen‐I Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468863079226941,"gpt":0.3702155386565645,"spread":0.3555269078642951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002774023,0.000288387,0.0003719238,0.0002367234,0.00009173557,0.0001810398,0.0005557344,0.00007115574,0.001459023],"category_scores_gemma":[0.0001053061,0.000251798,0.00006308101,0.0001173757,0.0001391374,0.0009004242,0.000449512,0.0002427012,0.0001592909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624019,"about_ca_system_score_gemma":0.00005066374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007777669,"about_ca_topic_score_gemma":0.00035757,"domain_scores_codex":[0.9980265,0.0001150644,0.0003886174,0.0006955926,0.000476331,0.0002978518],"domain_scores_gemma":[0.999109,0.0000694457,0.0001155658,0.0003390695,0.0001681857,0.0001987854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006055617,0.002464453,0.9874982,0.000008885603,0.0003294296,0.0001968096,0.002636069,7.83497e-7,0.00009404508,0.00004007311,0.00004784703,0.006077811],"study_design_scores_gemma":[0.0122374,0.002079518,0.9820098,0.0000644827,0.00005052771,0.000003539561,0.0003536711,0.001598896,0.001212786,0.00009593748,0.0002205032,0.00007297756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986711,0.00001140592,0.0000778756,0.0004092374,0.000839993,0.002597139,0.00007252538,0.00002487264,0.009255918],"genre_scores_gemma":[0.9951882,0.00001138095,0.002540977,0.0004605234,0.0002876619,0.0003443273,0.0001191854,0.00003094992,0.001016789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01163184,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794233852","doi":"10.1055/s-0043-123468","title":"EUS-guided gastroenterostomy in management of benign gastric outlet obstruction","year":2018,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gastric outlet obstruction; Gastroenterostomy; Endoscopic ultrasound; Pancreatitis; Surgery; Stent; Acute pancreatitis; Clinical endpoint; Anastomosis; Adverse effect; Hematoma; Internal medicine; Gastrectomy; Cancer; Randomized controlled trial","authors":[{"name":"Yen‐I Chen","is_ca":true},{"name":"Theodore James","is_ca":false},{"name":"Amol Agarwal","is_ca":false},{"name":"Todd H. Baron","is_ca":false},{"name":"Takao Itoi","is_ca":false},{"name":"Rastislav Kunda","is_ca":false},{"name":"José Nieto","is_ca":false},{"name":"Majidah Bukhari","is_ca":false},{"name":"Olaya I. Brewer Gutierrez","is_ca":false},{"name":"Omid Sanaei","is_ca":false},{"name":"Robert A. Moran","is_ca":false},{"name":"Lea Fayad","is_ca":false},{"name":"Mouen A. Khashab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03331615079632753,"gpt":0.3615903853327092,"spread":0.3282742345363817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736516,0.00009301091,0.0001940059,0.0001847187,0.00001950304,0.0000159837,0.0003219404,0.00003425878,0.001149461],"category_scores_gemma":[0.0000240287,0.00008511115,0.0000421433,0.000142184,0.00007312817,0.0001313707,0.0002299231,0.00009187729,0.0001385727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009134329,"about_ca_system_score_gemma":0.00001897712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119912,"about_ca_topic_score_gemma":0.00001903267,"domain_scores_codex":[0.9990516,0.00003088569,0.0003259036,0.0002204672,0.0002176295,0.0001534667],"domain_scores_gemma":[0.9995371,0.00001361251,0.0001137654,0.0001732031,0.0001131224,0.00004925853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001937204,0.0007153127,0.9454701,0.0001235506,0.000352663,0.0005921822,0.0006505333,0.00002476963,0.02148776,0.01133229,0.009547893,0.007765732],"study_design_scores_gemma":[0.008098856,0.0009601922,0.9603664,0.0004672944,0.00005530758,0.0003131238,0.0003534714,0.0002526344,0.02225165,0.001108978,0.005652099,0.0001199999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345047,0.00001957343,0.0007956123,0.001060406,0.000820044,0.0004780499,0.00002151062,0.00001438987,0.06228575],"genre_scores_gemma":[0.9779529,0.00002029985,0.01753381,0.0003084094,0.0001435064,0.00003501935,0.00005616655,0.00001057443,0.003939299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05834645,"threshold_uncertainty_score":0.9997636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919968521","doi":"10.1055/a-0828-7630","title":"Lumen apposing metal stents are superior to plastic stents in pancreatic walled-off necrosis: a large international multicenter study","year":2019,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Multicenter study; Lumen (anatomy); Bare metal; Stent; Radiology; Surgery; Randomized controlled trial","authors":[{"name":"Yen‐I Chen","is_ca":true},{"name":"Juliana Yang","is_ca":false},{"name":"Shai Friedland","is_ca":false},{"name":"Ian Holmes","is_ca":false},{"name":"Ryan Law","is_ca":false},{"name":"Amy Hosmer","is_ca":false},{"name":"Tyler Stevens","is_ca":false},{"name":"Matheus C. Franco","is_ca":false},{"name":"Sunguk Jang","is_ca":false},{"name":"Rishi Pawa","is_ca":false},{"name":"Nihar Mathur","is_ca":false},{"name":"Divyesh V. Sejpal","is_ca":false},{"name":"Sumant Inamdar","is_ca":false},{"name":"Arvind J. Trindade","is_ca":false},{"name":"José Nieto","is_ca":false},{"name":"Tyler M. Berzin","is_ca":false},{"name":"Mandeep Sawhney","is_ca":false},{"name":"Michael DeSimone","is_ca":false},{"name":"Christopher J. DiMaio","is_ca":false},{"name":"Nikhil A. Kumta","is_ca":false},{"name":"Sanchit Gupta","is_ca":false},{"name":"Patrick Yachimski","is_ca":false},{"name":"Andrea Anderloni","is_ca":false},{"name":"Todd H. Baron","is_ca":false},{"name":"Theodore James","is_ca":false},{"name":"Laith H. Jamil","is_ca":false},{"name":"Mel A. Ona","is_ca":false},{"name":"Simon Lo","is_ca":false},{"name":"Srinivas Gaddam","is_ca":false},{"name":"Markus Dollhopf","is_ca":false},{"name":"Majidah Bukhari","is_ca":false},{"name":"Robert A. Moran","is_ca":false},{"name":"Olaya I. Brewer Gutierrez","is_ca":false},{"name":"Omid Sanaei","is_ca":false},{"name":"Lea Fayad","is_ca":false},{"name":"Saowanee Ngamruengphong","is_ca":false},{"name":"Vivek Kumbhari","is_ca":false},{"name":"Vikesh K. Singh","is_ca":false},{"name":"Alessandro Repici","is_ca":false},{"name":"Mouen A. Khashab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02030321492662493,"gpt":0.3318556183734039,"spread":0.311552403446779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003252523,0.0003022896,0.0006096915,0.000364152,0.00006732441,0.0001515832,0.0006827592,0.00008347299,0.001390584],"category_scores_gemma":[0.000250555,0.000267462,0.0001125841,0.0001563944,0.00002323762,0.0004680976,0.0006148111,0.0002497957,0.001476964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005086504,"about_ca_system_score_gemma":0.00007703251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003360794,"about_ca_topic_score_gemma":0.0003349872,"domain_scores_codex":[0.9976518,0.0001347418,0.0005572829,0.0006525486,0.0006091286,0.0003945092],"domain_scores_gemma":[0.9990075,0.0001495119,0.0001599571,0.0003480805,0.0001567856,0.0001781162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001829649,0.002988247,0.9892625,0.00001477151,0.001024116,0.0006047655,0.001668649,0.00004416852,0.00216059,0.00005562782,0.0001238457,0.0002231207],"study_design_scores_gemma":[0.0198556,0.0007897742,0.9725688,0.0006881573,0.0002125536,0.00004935461,0.002069494,0.001043027,0.0006728761,0.00001346576,0.00179818,0.0002387558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889026,0.00005938181,0.00003810411,0.0006729674,0.001933271,0.002889759,0.0001667271,0.00004972935,0.005287413],"genre_scores_gemma":[0.9908905,0.00002252784,0.001496722,0.0007331686,0.0001001849,0.0005917144,0.0001949261,0.00005047489,0.005919759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802596,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511053834","doi":"10.1055/s-0042-112581","title":"Initial experience with a novel EUS-guided core biopsy needle (SharkCore): results of a large North American multicenter study","year":2016,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Biopsy; Radiology; Endoscopic ultrasound; Fine-needle aspiration; Lesion; Acute pancreatitis; Pancreatitis; Lymph node; Core biopsy; Cytology; Retrospective cohort study; Demographics; Surgery; Pathology; Internal medicine; Cancer","authors":[{"name":"Christopher J. DiMaio","is_ca":false},{"name":"Jennifer M. Kolb","is_ca":false},{"name":"Petros C. Benias","is_ca":false},{"name":"Hiral Shah","is_ca":false},{"name":"Shashin Shah","is_ca":false},{"name":"Oleh Haluszka","is_ca":false},{"name":"Jennifer Maranki","is_ca":false},{"name":"Kaveh Sharzehi","is_ca":false},{"name":"Eric Lam","is_ca":true},{"name":"Stuart R. Gordon","is_ca":false},{"name":"Sarah M. Hyder","is_ca":false},{"name":"Pavlos Kaimakliotis","is_ca":false},{"name":"Satya Allaparthi","is_ca":false},{"name":"Frank G. Gress","is_ca":false},{"name":"Amrita Sethi","is_ca":false},{"name":"Ashish Shah","is_ca":false},{"name":"José Nieto","is_ca":false},{"name":"Vivek Kaul","is_ca":false},{"name":"Shivangi Kothari","is_ca":false},{"name":"Truptesh Kothari","is_ca":false},{"name":"Sammy Ho","is_ca":false},{"name":"Manhal Izzy","is_ca":false},{"name":"Neil Sharma","is_ca":false},{"name":"Rabindra Watson","is_ca":false},{"name":"Vignesh Muthusamy","is_ca":false},{"name":"Douglas K. Pleskow","is_ca":false},{"name":"Tyler M. Berzin","is_ca":false},{"name":"Mandeep Sawhney","is_ca":false},{"name":"Emad Aljahdi","is_ca":false},{"name":"Marvin Ryou","is_ca":false},{"name":"Clarence Wong","is_ca":true},{"name":"Parantap Gupta","is_ca":false},{"name":"Dennis Yang","is_ca":false},{"name":"Susana Gonzalez","is_ca":false},{"name":"Douglas G. Adler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09038927141464777,"gpt":0.4522361279236018,"spread":0.361846856508954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115093,0.000161852,0.0004780388,0.0001562449,0.00005738852,0.00002777692,0.000636071,0.00002811935,0.0005202394],"category_scores_gemma":[0.0006430904,0.00009453667,0.00004610879,0.0002449018,0.0002957399,0.0002145911,0.0003752492,0.0001275916,0.00004772667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268389,"about_ca_system_score_gemma":0.0002704791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762035,"about_ca_topic_score_gemma":0.0006146369,"domain_scores_codex":[0.9981641,0.00005026112,0.0004935338,0.0003823884,0.0006163096,0.0002934511],"domain_scores_gemma":[0.9984698,0.0002819055,0.0002796269,0.000373413,0.0004328619,0.000162452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008679084,0.002044538,0.9794649,0.000006741071,0.0003431921,0.0001447473,0.003133587,3.955183e-7,0.004786884,0.00009794786,0.0008392854,0.0004587236],"study_design_scores_gemma":[0.03036758,0.002801219,0.9580477,0.0002345431,0.00007984132,0.00006471907,0.002962478,0.0003004242,0.00285665,0.000003681458,0.002125633,0.0001554674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986199,0.000002707482,0.0008379787,0.000971185,0.0001248881,0.001258204,0.0004782618,0.00001855844,0.0101092],"genre_scores_gemma":[0.9917098,0.000008908354,0.004893992,0.0003242963,0.0001177681,0.0002322924,0.00006044719,0.00002015204,0.002632292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0216885,"threshold_uncertainty_score":0.5696257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2296912845","doi":"10.1055/s-0042-101021","title":"Hill classification is superior to the axial length of a hiatal hernia for assessment of the mechanical anti-reflux barrier at the gastroesophageal junction","year":2016,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"GERD; Hiatal hernia; Medicine; Reflux; Gastroenterology; Internal medicine; Hernia; Endoscopy; Surgery; Disease","authors":[{"name":"Ida Hansdotter","is_ca":false},{"name":"Ove Björ","is_ca":false},{"name":"Anna Andréasson","is_ca":false},{"name":"Lars Agréus","is_ca":false},{"name":"Per M. Hellström","is_ca":false},{"name":"Anna Forsberg","is_ca":false},{"name":"Nicholas J. Talley","is_ca":false},{"name":"Michael Vieth","is_ca":false},{"name":"Bengt Wallner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03996902206965049,"gpt":0.3663373905178244,"spread":0.326368368448174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004841034,0.000150253,0.0002388363,0.00004362665,0.0001434882,0.00003099189,0.0006621134,0.00004015568,0.0009115785],"category_scores_gemma":[0.0002339887,0.00006007574,0.0001961001,0.00008694287,0.00009221405,0.0001377373,0.0003420699,0.00009748466,0.00003567837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366036,"about_ca_system_score_gemma":0.0001686433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006270652,"about_ca_topic_score_gemma":0.00003998195,"domain_scores_codex":[0.9984402,0.0001037162,0.0004123613,0.0002800187,0.000582129,0.000181582],"domain_scores_gemma":[0.9987828,0.000194259,0.0002320874,0.0004662291,0.0002458643,0.00007875263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00276229,0.001132475,0.5551746,0.00005006828,0.001813477,0.00002326035,0.0006740467,0.00002963098,0.3957921,0.01093483,0.01734901,0.01426422],"study_design_scores_gemma":[0.007177092,0.001125572,0.8285832,0.0001451948,0.0002749499,0.00005956278,0.0001292841,0.0008692967,0.1523633,0.0001926498,0.009000784,0.00007903836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978869,0.000009150016,0.002116275,0.01461917,0.0009373483,0.001881493,0.0005899661,0.000008808412,0.0009688413],"genre_scores_gemma":[0.9927946,0.000007067455,0.001495135,0.000688126,0.0001981226,0.0002763553,0.00004921832,0.0000202797,0.004471119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2734087,"threshold_uncertainty_score":0.9981146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913822845","doi":"10.1055/a-0732-487","title":"Management of colorectal laterally spreading tumors: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Perforation; Endoscopic submucosal dissection; Meta-analysis; Surgery; Resection; Incidence (geometry); Adverse effect; Internal medicine","authors":[{"name":"Pedro Russo","is_ca":false},{"name":"Sandra Barbeiro","is_ca":false},{"name":"Halim Awadie","is_ca":false},{"name":"Diogo Libânio","is_ca":false},{"name":"Mário Dinis‐Ribeiro","is_ca":false},{"name":"Michael J. Bourke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013766558697598,"gpt":0.4148891038111106,"spread":0.3135124479413509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005761179,0.0003615629,0.007271301,0.0004420378,0.0000186485,0.0001045035,0.0008023226,0.00005528994,0.001803958],"category_scores_gemma":[0.0000433598,0.0002349866,0.001543776,0.0006009883,0.00002359777,0.0001437699,0.0007068383,0.0001466184,0.00008157449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144836,"about_ca_system_score_gemma":0.00005913876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006013664,"about_ca_topic_score_gemma":0.000004133857,"domain_scores_codex":[0.99762,0.0001099622,0.001193622,0.0004411606,0.0004814186,0.000153866],"domain_scores_gemma":[0.9982383,0.0001265158,0.000992405,0.0004604954,0.0001179142,0.00006432816],"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":[0.000008328928,0.00002841562,0.00001363808,0.6709145,0.3274295,0.00005148115,0.00000963598,3.625602e-7,1.668735e-8,0.0006840539,0.0004086838,0.0004514653],"study_design_scores_gemma":[0.0002806009,0.00004666303,0.00001243267,0.09538972,0.8572368,0.00002686896,0.00001031804,0.000005309487,2.795958e-7,0.000005663665,0.04683675,0.0001486182],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.374472e-7,0.9794882,0.00002971027,0.0002748299,0.00009847761,0.006520682,0.0001017128,0.00001319887,0.01347223],"genre_scores_gemma":[0.00003192041,0.9661424,0.001580768,0.0003256278,0.00001434864,0.0008147302,0.0003109053,0.00002901714,0.03075033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5755247,"threshold_uncertainty_score":0.9991086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333059026","doi":"10.1055/s-0042-105204","title":"Peroral endoscopic myotomy for Jackhammer esophagus: to cut or not to cut the lower esophageal sphincter","year":2016,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital; Kingston General Hospital; Queen's University","funders":"","keywords":"Achalasia; Myotomy; Esophagus; Medicine; High resolution manometry; Esophageal motility disorder; Dysphagia; Esophageal Disorder; Surgery","authors":[{"name":"Robert Bechara","is_ca":false},{"name":"Haruo Ikeda","is_ca":true},{"name":"Haruhiro Inoue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04169919430740773,"gpt":0.3806388471499227,"spread":0.3389396528425149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002729505,0.0003686144,0.0004441057,0.0001790825,0.0001621179,0.0002029139,0.001095009,0.00008329617,0.004680648],"category_scores_gemma":[0.000467363,0.0001840669,0.0001963193,0.000169464,0.00006280773,0.0003782259,0.0005271629,0.0001382253,0.002547206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351353,"about_ca_system_score_gemma":0.0002043203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000864107,"about_ca_topic_score_gemma":0.00006392234,"domain_scores_codex":[0.997603,0.00004881881,0.0004728166,0.0006632759,0.0006466883,0.000565404],"domain_scores_gemma":[0.9982356,0.0003356554,0.0001131419,0.0005867149,0.0002892648,0.0004395547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04010939,0.004481489,0.5869142,0.0001192357,0.004360086,0.004066294,0.003024834,0.00002876395,0.01035902,0.009582148,0.2871336,0.04982087],"study_design_scores_gemma":[0.03351679,0.009529734,0.5313697,0.0008581514,0.0004851204,0.000082223,0.0001477285,0.00007216096,0.188268,0.0006062316,0.2344317,0.0006324198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281397,0.00005474726,0.004388022,0.04799356,0.00405804,0.007716667,0.0007649781,0.0001209021,0.006763381],"genre_scores_gemma":[0.8927414,0.000006122048,0.008443062,0.01122555,0.0007761923,0.00103913,0.00005714916,0.00006574877,0.08564562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.177909,"threshold_uncertainty_score":0.9982294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291730162","doi":"10.1055/a-1836-8962","title":"Hemostatic powders for gastrointestinal bleeding: a review of old, new, and emerging agents in a rapidly advancing field","year":2022,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Hemostatic Agent; Hemostasis; Gastrointestinal bleeding; Perforation; Upper gastrointestinal bleeding; Adverse effect; Hemostatics; Intensive care medicine; Surgery; Endoscopy; Internal medicine","authors":[{"name":"Shirley Jiang","is_ca":true},{"name":"Daljeet Chahal","is_ca":false},{"name":"Nabil Ali-Mohamad","is_ca":true},{"name":"Christian J. Kastrup","is_ca":true},{"name":"Fergal Donnellan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08995469254182281,"gpt":0.4302010185994385,"spread":0.3402463260576157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005552114,0.0003630634,0.001566664,0.0003306457,0.00004869067,0.00004724325,0.0004648547,0.00003469419,0.001403738],"category_scores_gemma":[0.002007903,0.0003196093,0.0003277139,0.000241099,0.00002262052,0.0001390138,0.000402716,0.0003335272,0.000004535332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803709,"about_ca_system_score_gemma":0.0004566104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696951,"about_ca_topic_score_gemma":0.00001397718,"domain_scores_codex":[0.9977557,0.00005488531,0.0009863763,0.000505641,0.0003901088,0.0003072968],"domain_scores_gemma":[0.9977922,0.001083127,0.0006533253,0.0002102388,0.00009118155,0.0001698791],"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":[0.0004399135,0.0008904799,0.009697574,0.1204626,0.0009704455,0.000481066,0.0001878133,0.000005045216,0.00001006207,0.0007354546,0.05739871,0.8087208],"study_design_scores_gemma":[0.001882714,0.001133145,0.00003839075,0.2989607,0.0007083741,0.0008312354,0.00007709423,0.00004663576,0.000006963928,0.00005268821,0.6960874,0.0001746756],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005406077,0.9911709,0.0001794918,0.002841718,0.0003074461,0.003664775,0.00007891769,0.00001586434,0.001686868],"genre_scores_gemma":[0.00001612111,0.961553,0.03537289,0.001112362,0.00008421829,0.0007093043,0.0003441452,0.00005212944,0.0007558463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8085461,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986547173","doi":"10.1055/a-0998-8129","title":"Endoscopic ultrasound-guided biliary drainage for distal malignant obstruction: a systematic review and meta-analysis of randomized trials","year":2019,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Biliary drainage; Endoscopic ultrasound; Meta-analysis; Randomized controlled trial; Radiology; Ultrasound; MEDLINE; General surgery; Internal medicine","authors":[{"name":"Corey Miller","is_ca":true},{"name":"Alan Barkun","is_ca":true},{"name":"Myriam Martel","is_ca":true},{"name":"Yen‐I Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1866311917750907,"gpt":0.447827794401754,"spread":0.2611966026266633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006627432,0.0006842421,0.03209544,0.0007058747,0.00004878032,0.0001656909,0.0008960455,0.000205681,0.00289017],"category_scores_gemma":[0.01025138,0.0003881061,0.009560483,0.0005805815,0.0001513184,0.0002016715,0.0002173341,0.0002236756,0.0000272824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263232,"about_ca_system_score_gemma":0.0003806701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020713,"about_ca_topic_score_gemma":0.000008744129,"domain_scores_codex":[0.9920224,0.001750885,0.004496773,0.0007996563,0.0006750544,0.0002552119],"domain_scores_gemma":[0.987853,0.007321366,0.003362039,0.0008626592,0.0004758535,0.0001250887],"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":[0.0005085062,0.00009411522,8.637574e-7,0.5526875,0.4439393,0.000004551688,0.00003873781,4.224614e-7,0.000002948254,0.001546198,0.001041072,0.0001358739],"study_design_scores_gemma":[0.0161302,0.0000702411,3.364981e-7,0.03931841,0.9257632,0.0001039386,0.00003976406,0.000009274019,0.00000644631,0.0001628078,0.01815077,0.0002445877],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.40573e-7,0.9624402,0.0003302781,0.0004476189,0.0004000203,0.0321575,0.001798509,0.00001715761,0.002407786],"genre_scores_gemma":[0.00005015366,0.9809303,0.001709349,0.0004711642,0.00006185615,0.006339403,0.00249389,0.00006193728,0.007881911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.513369,"threshold_uncertainty_score":0.9998571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377691183","doi":"10.1055/a-2098-2570","title":"EUS-guided gastroenterostomy vs. surgical gastrojejunostomy and enteral stenting for malignant gastric outlet obstruction: a meta-analysis","year":2023,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Gastroenterostomy; Gastric outlet obstruction; Odds ratio; Confidence interval; Enteral administration; Endoscopic ultrasound; Meta-analysis; Gastric bypass; Endoscopic stenting; Gastrostomy; Surgery; Stent; Gastroenterology; Internal medicine; Parenteral nutrition; Cancer; Gastrectomy; Weight loss","authors":[{"name":"Corey Miller","is_ca":true},{"name":"Joshua A. Benchaya","is_ca":true},{"name":"Myriam Martel","is_ca":true},{"name":"Alan Barkun","is_ca":true},{"name":"Jonathan Wyse","is_ca":true},{"name":"Lorenzo Ferri","is_ca":true},{"name":"Yen‐I Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.225047317467101,"gpt":0.4498276406834842,"spread":0.2247803232163832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009206134,0.0006635334,0.004494961,0.001014302,0.0001558926,0.0002811643,0.0008225191,0.0002210121,0.001054885],"category_scores_gemma":[0.0002178828,0.0004866033,0.003021637,0.0006275364,0.000113158,0.0002193249,0.0008415917,0.0005457651,0.0001210946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765903,"about_ca_system_score_gemma":0.0001522312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008710815,"about_ca_topic_score_gemma":0.00001945845,"domain_scores_codex":[0.9959492,0.0003262944,0.001484837,0.001109072,0.0005522996,0.0005782747],"domain_scores_gemma":[0.9976228,0.0004882484,0.0008562906,0.0004728922,0.0002878253,0.000271908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002168962,0.001045292,0.01254395,0.01556402,0.8548033,0.007118459,0.0003405779,0.00002717512,0.00001573364,0.00352549,0.02145128,0.08139571],"study_design_scores_gemma":[0.003280759,0.0004556827,0.0002494107,0.001281573,0.2196934,0.003307745,0.00004315503,0.00008718887,0.000004288419,0.00005397182,0.771183,0.0003599252],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004799424,0.982884,0.001105772,0.00161639,0.001966412,0.006401813,0.003446011,0.0001823547,0.001917299],"genre_scores_gemma":[0.000455135,0.9358637,0.01832071,0.0005434428,0.001377517,0.003294769,0.006570389,0.0002289058,0.03334542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7497317,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329055842","doi":"10.1055/s-0034-1377919","title":"Effectiveness and safety of serial endoscopic ultrasound–guided celiac plexus block for chronic pancreatitis","year":2014,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Pancreatitis; Endoscopic ultrasound; Celiac plexus; Radiology; General surgery; Surgery","authors":[{"name":"Michael Sey","is_ca":true},{"name":"Leslie Schmaltz","is_ca":false},{"name":"Mohammad Al‐Haddad","is_ca":false},{"name":"John DeWitt","is_ca":false},{"name":"Cynthia Calley","is_ca":false},{"name":"Michelle Juan","is_ca":false},{"name":"Femi Lasisi","is_ca":false},{"name":"Stuart Sherman","is_ca":false},{"name":"Lee McHenry","is_ca":false},{"name":"Thomas F. Imperiale","is_ca":false},{"name":"Julia K. Leblanc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427037310112042,"gpt":0.3209557344184907,"spread":0.3066853613173702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442274,0.0001669309,0.0004649114,0.00007254594,0.00008211708,0.0000294261,0.0002059075,0.00008747609,0.0002316943],"category_scores_gemma":[0.0003787252,0.0001472437,0.00007530117,0.00004946295,0.0001080656,0.0001277212,0.00009497959,0.0000808133,0.00001580385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660504,"about_ca_system_score_gemma":0.0001230299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433782,"about_ca_topic_score_gemma":0.0000478632,"domain_scores_codex":[0.9989283,0.0001121479,0.0003001913,0.0003223355,0.0001573055,0.000179722],"domain_scores_gemma":[0.9986991,0.0007333193,0.0001368136,0.0002135882,0.0001356686,0.0000815665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005755718,0.000657463,0.7156599,0.0005888837,0.002009193,0.00006805022,0.0003069211,0.0001144721,0.2239971,0.04251707,0.00165066,0.006674633],"study_design_scores_gemma":[0.02713486,0.002490253,0.670626,0.0007312357,0.0003682721,0.0004603438,0.00001816353,0.0001581949,0.2850931,0.00158062,0.01112081,0.0002181045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973009,0.0002416126,0.001520124,0.0002147332,0.0008076006,0.001820424,0.0002574643,0.0000275959,0.02210137],"genre_scores_gemma":[0.9916709,0.0002164483,0.005964273,0.00009338139,0.0002736538,0.0003647791,0.0002329782,0.00002120823,0.001162401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06109599,"threshold_uncertainty_score":0.6004423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811033570","doi":"10.1055/a-0611-5082","title":"Plastic stents are more cost-effective than lumen-apposing metal stents in management of pancreatic pseudocysts","year":2018,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Novo Nordisk; Boston Scientific Corporation","keywords":"Medicine; Pancreatic pseudocyst; Stent; Percutaneous; Endoscopic ultrasound; Drainage; Endoscopy; Surgery; General surgery; Radiology; Pancreatitis","authors":[{"name":"Yen‐I Chen","is_ca":true},{"name":"Mouen A. Khashab","is_ca":false},{"name":"Viviane Adam","is_ca":true},{"name":"Ge Bai","is_ca":false},{"name":"Vikesh K. Singh","is_ca":false},{"name":"Majidah Bukhari","is_ca":false},{"name":"Olaya Brewer Gutierrez","is_ca":false},{"name":"B. Joseph Elmunzer","is_ca":false},{"name":"Robert Moran","is_ca":false},{"name":"Lea Fayad","is_ca":false},{"name":"Mohamad El Zein","is_ca":false},{"name":"Vivek Kumbhari","is_ca":false},{"name":"Alessandro Repici","is_ca":false},{"name":"Alan Barkun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02714384791438408,"gpt":0.3569632064735238,"spread":0.3298193585591397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001772451,0.00018925,0.0004276536,0.0001894691,0.00005102399,0.00002541477,0.0003144494,0.00006110804,0.0002881093],"category_scores_gemma":[0.0000634062,0.0001634658,0.0000730461,0.0001497553,0.0001267831,0.000207843,0.0002596014,0.0001178689,0.0001427291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867802,"about_ca_system_score_gemma":0.00003113693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225813,"about_ca_topic_score_gemma":0.00003975154,"domain_scores_codex":[0.9986576,0.00008647837,0.000335286,0.0003530308,0.0003453062,0.000222266],"domain_scores_gemma":[0.9992427,0.0001127314,0.0002047709,0.0002345509,0.0001245949,0.00008069557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001654281,0.0009202345,0.9898182,0.00009637859,0.00182502,0.001165901,0.000551394,0.00001618348,0.001356594,0.0008689649,0.0001604325,0.001566468],"study_design_scores_gemma":[0.007415804,0.0005943541,0.9798,0.001702489,0.0003622322,0.0001058176,0.0004767585,0.0003174611,0.008787951,0.0001279298,0.000182583,0.0001265911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779938,0.0000856347,0.0001739141,0.0001581508,0.0006262626,0.002451519,0.00009369543,0.00001731357,0.01839972],"genre_scores_gemma":[0.9945201,0.00004641928,0.002625104,0.0000847066,0.00006130346,0.0006926708,0.0001136599,0.00001971353,0.001836373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01656334,"threshold_uncertainty_score":0.6665941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2602607469","doi":"10.1055/s-0043-100507","title":"When trainees reach competency in performing endoscopic ultrasound: a systematic review","year":2017,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Systematic review; Medical physics; MEDLINE; Medical education","authors":[{"name":"Neal Shahidi","is_ca":true},{"name":"George Ou","is_ca":true},{"name":"Eric Lam","is_ca":true},{"name":"Robert Enns","is_ca":true},{"name":"Jennifer J. Telford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09887389039247178,"gpt":0.4252696425477044,"spread":0.3263957521552326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001107544,0.000491712,0.003579385,0.0004115791,0.0001202994,0.0002849858,0.001557451,0.0002011693,0.0006136934],"category_scores_gemma":[0.00200214,0.0003814724,0.000531681,0.0001609902,0.0000503311,0.0003672187,0.0002955,0.0007575809,0.0001790507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961461,"about_ca_system_score_gemma":0.0007421161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007281646,"about_ca_topic_score_gemma":0.0002332472,"domain_scores_codex":[0.9968382,0.0002401177,0.001391694,0.0006242372,0.0006030506,0.0003026651],"domain_scores_gemma":[0.9973912,0.000440818,0.001038771,0.0008567423,0.0001410193,0.0001314055],"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":[0.0001231397,0.0001196161,0.00005493279,0.9195279,0.000669162,0.0001400307,0.0002251347,1.284459e-7,0.000001701576,0.0002036309,0.001088492,0.07784607],"study_design_scores_gemma":[0.0006005697,0.0002750917,0.0000101968,0.6773002,0.001156871,0.0005541086,0.00002299883,0.000009918276,0.000002311053,0.00004195802,0.3198067,0.0002190358],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005571978,0.957723,0.00003022949,0.0002284862,0.0008967202,0.005403915,0.00005176209,0.00005121448,0.03560913],"genre_scores_gemma":[0.0001512912,0.989884,0.001379245,0.0002931997,0.0003077243,0.002050563,0.0004079079,0.00006595871,0.00546016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3187183,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016556149","doi":"10.1055/a-1132-5371","title":"Uptake and barriers for implementation of the resect and discard strategy: an international survey","year":2020,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"U.S. Department of Veterans Affairs","keywords":"Diminutive; Medicine; General surgery; Surgery","authors":[{"name":"Philippe Willems","is_ca":false},{"name":"Roupen Djinbachian","is_ca":false},{"name":"Saskia Ditisheim","is_ca":false},{"name":"Sinan Orkut","is_ca":false},{"name":"Heiko Pohl","is_ca":false},{"name":"Alan Barkun","is_ca":true},{"name":"Mickaël Bouin","is_ca":false},{"name":"B Faulques","is_ca":false},{"name":"Daniel von Renteln","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07339769933878562,"gpt":0.4067471489130378,"spread":0.3333494495742522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000246291,0.0000652473,0.000109114,0.0000303987,0.00005416642,0.00008156987,0.000194378,0.00002377478,0.0001304872],"category_scores_gemma":[0.000202757,0.00004986064,0.00002812264,0.00006291146,0.00003958666,0.00025716,0.0001280897,0.00006684119,3.550912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333677,"about_ca_system_score_gemma":0.00008902478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245602,"about_ca_topic_score_gemma":0.001019962,"domain_scores_codex":[0.9993523,0.00004149307,0.0001707135,0.0001862384,0.0001856524,0.00006353786],"domain_scores_gemma":[0.9995698,0.00005679879,0.00008819483,0.00007364879,0.0001288731,0.00008271982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01028736,0.00002622296,0.9423648,0.00003403855,0.0003486807,0.000001715187,0.001704584,0.00003027411,0.01178417,0.001628814,0.00140703,0.03038233],"study_design_scores_gemma":[0.002668808,0.001354621,0.9729645,0.00002635074,0.00002938145,0.000009949258,0.001011625,0.002522768,0.0142204,0.000153861,0.004968619,0.00006911923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945488,0.00002232102,0.000384034,0.002601783,0.0003047723,0.0005294361,0.0002728307,0.000009479711,0.001326549],"genre_scores_gemma":[0.9985431,0.00001695826,0.0006323109,0.0004587951,0.0001271563,0.00004350447,0.00008747017,0.000008590378,0.00008207069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059971,"threshold_uncertainty_score":0.2033258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754817576","doi":"10.1055/s-0043-105496","title":"Use of the over-the-scope-clip (OTSC) in non-variceal upper gastrointestinal bleeding in patients with severe cardiovascular comorbidities: a retrospective study","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Heart failure; Atrial fibrillation; Retrospective cohort study; Internal medicine; Hemostasis; Surgery; Cohort; Endoscopy; Cardiology","authors":[{"name":"Edris Wedi","is_ca":false},{"name":"Daniel von Renteln","is_ca":true},{"name":"Susana Gonzalez","is_ca":false},{"name":"Olena Tkachenko","is_ca":false},{"name":"Carlo Felix Maria Jung","is_ca":false},{"name":"Sinan Orkut","is_ca":false},{"name":"Victor Roth","is_ca":false},{"name":"Selin Tumay","is_ca":false},{"name":"J Hochberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03024374619416637,"gpt":0.2974976840670676,"spread":0.2672539378729012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138161,0.0002236593,0.0004722035,0.0001152309,0.0001695107,0.0002519597,0.0008776979,0.00002415086,0.0001008553],"category_scores_gemma":[0.0004343079,0.0001321374,0.000148128,0.0001294759,0.0001341433,0.0004837196,0.0006186306,0.00035456,0.000006955723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473354,"about_ca_system_score_gemma":0.0001128674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009600553,"about_ca_topic_score_gemma":0.0008541197,"domain_scores_codex":[0.9980996,0.00006779211,0.0003810323,0.0003858318,0.0008109382,0.0002548452],"domain_scores_gemma":[0.9985,0.0001351475,0.0003199407,0.0007006908,0.0002837668,0.00006042576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006724754,0.001407115,0.9964086,0.000009568626,0.0004697256,0.00008269965,0.0003319805,0.0001949076,0.00001918106,0.00008556007,0.0002141132,0.0001040733],"study_design_scores_gemma":[0.007815781,0.001293671,0.9884506,0.00154359,0.0001647024,0.00005264444,0.0002858621,0.0001012709,0.0000826193,0.00001971843,0.00008667615,0.0001028093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942506,0.00001073853,0.00001324031,0.0004895789,0.0002185198,0.001950836,0.00004746329,0.000006121175,0.003012886],"genre_scores_gemma":[0.9971328,0.000005775606,0.002288293,0.00007850724,0.00006532024,0.0001551731,0.00001399215,0.00002472591,0.0002354582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008746433,"threshold_uncertainty_score":0.9969946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942859524","doi":"10.1055/a-0867-9626","title":"Influence of video-based feedback on self-assessment accuracy of endoscopic skills: a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; SickKids Foundation; Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Medicine; Video feedback; Randomized controlled trial; Benchmark (surveying); Competence (human resources); Esophagogastroduodenoscopy; Physical therapy; Computer science; Medical physics; Endoscopy; Surgery; Psychology; Nursing","authors":[{"name":"Michael A. Scaffidi","is_ca":true},{"name":"Catharine M. Walsh","is_ca":true},{"name":"Rishad Khan","is_ca":true},{"name":"Colleen H. Parker","is_ca":true},{"name":"Ahmed Al‐Mazroui","is_ca":true},{"name":"M J Abunassar","is_ca":true},{"name":"Alexander Grindal","is_ca":true},{"name":"Peter Lin","is_ca":true},{"name":"Christopher Wang","is_ca":true},{"name":"Robert Bechara","is_ca":true},{"name":"Samir C. Grover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413792408172304,"gpt":0.3628865252735577,"spread":0.3487486011918347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001065085,0.0001724645,0.001416202,0.0001944858,0.00002051173,0.00003296663,0.0003885645,0.00006845012,0.002192124],"category_scores_gemma":[0.001564009,0.000122221,0.0003552175,0.0001358666,0.0000560772,0.0001724771,0.00007870997,0.000168911,0.00005281606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070264,"about_ca_system_score_gemma":0.0003828252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100517,"about_ca_topic_score_gemma":0.000001634986,"domain_scores_codex":[0.9976242,0.0002443014,0.001007471,0.0002598849,0.000721429,0.0001427682],"domain_scores_gemma":[0.9936174,0.004961909,0.0007249995,0.0002702602,0.0003401187,0.00008529644],"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":[0.9744967,0.001264816,0.007815058,0.00003949832,0.0008163799,0.000006240783,0.0001326609,0.00704672,0.001277044,0.006806133,0.0000215558,0.0002772484],"study_design_scores_gemma":[0.9798003,0.000682794,0.005515224,0.0004750023,0.0001255427,6.941023e-7,0.00002418591,0.007894816,0.004445766,0.0001418311,0.0008077433,0.00008603878],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376792,0.00001128172,0.00006957543,0.0004759035,0.0004578343,0.005764647,0.000010941,0.00002548926,0.05550519],"genre_scores_gemma":[0.9955412,0.00001311687,0.002725448,0.0007533499,0.00006924288,0.0003187895,0.00004432763,0.00001544907,0.0005190437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05786209,"threshold_uncertainty_score":0.99872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313477978","doi":"10.1055/a-2005-7548","title":"Comparing size measurement of colorectal polyps using a novel virtual scale endoscope, endoscopic ruler or forceps: A preclinical randomized trial","year":2023,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Polypectomy; Forceps; Endoscope; Randomized controlled trial; Confidence interval; Nuclear medicine; Colonoscopy; Radiology; Surgery; Internal medicine; Colorectal cancer; Cancer","authors":[{"name":"Roupen Djinbachian","is_ca":true},{"name":"Mahsa Taghiakbari","is_ca":true},{"name":"Claire Haumesser","is_ca":true},{"name":"Melissa Zarandi‐Nowroozi","is_ca":false},{"name":"Sacha Sidani","is_ca":true},{"name":"Jeremy Liu","is_ca":true},{"name":"Benoît Panzini","is_ca":true},{"name":"Daniel von Renteln","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1408107579079696,"gpt":0.4012880571325106,"spread":0.260477299224541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002155428,0.0002856514,0.001241907,0.0002890098,0.0001250257,0.0001252804,0.0005504086,0.0001408026,0.0008691997],"category_scores_gemma":[0.003698945,0.000231143,0.0003571979,0.0005389652,0.0001853834,0.0002908612,0.000504046,0.0003418906,0.0000457123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209462,"about_ca_system_score_gemma":0.0006893603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163467,"about_ca_topic_score_gemma":0.0003322324,"domain_scores_codex":[0.9964937,0.0002032425,0.001139712,0.0005431063,0.001254471,0.0003657612],"domain_scores_gemma":[0.9974464,0.001191547,0.0004673334,0.0002840088,0.0004244915,0.0001862385],"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":[0.9476165,0.0003975029,0.001879481,0.0000304697,0.0006553211,0.00001177087,0.0002707062,0.0002783247,0.04799904,0.0001415598,0.0002572517,0.0004621083],"study_design_scores_gemma":[0.9137387,0.005670581,0.002433004,0.0008427986,0.0003652498,0.00005318388,0.000274739,0.03094806,0.04425814,0.00006035667,0.001082609,0.0002726367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821309,0.00003965266,0.00372735,0.0002779173,0.002896525,0.003480881,0.00004268334,0.0001480527,0.007256012],"genre_scores_gemma":[0.9865247,0.0000218361,0.0109289,0.0001475653,0.0005149993,0.0005100367,0.00003600523,0.00004681452,0.001269172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03387782,"threshold_uncertainty_score":0.9517127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758154716","doi":"10.1055/s-0043-117958","title":"Diagnostic and therapeutic treatment modalities for acute lower gastrointestinal bleeding: a systematic review","year":2017,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital; Western University","funders":"National Institutes of Health; National Institute for Health and Care Research","keywords":"Medicine; Colonoscopy; Sigmoidoscopy; Lower gastrointestinal bleeding; Odds ratio; Randomized controlled trial; Radiology; Angiography; Angiodysplasia; MEDLINE; Endoscopy; Embolization; Surgery; Internal medicine; Colorectal cancer","authors":[{"name":"Kathryn Oakland","is_ca":false},{"name":"Jennifer Isherwood","is_ca":false},{"name":"Conor Lahiff","is_ca":false},{"name":"Petra Goldsmith","is_ca":false},{"name":"Michael Desborough","is_ca":false},{"name":"Katherine Colman","is_ca":false},{"name":"Richard Guy","is_ca":false},{"name":"Raman Uberoi","is_ca":false},{"name":"James E. East","is_ca":false},{"name":"Sally Hopewell","is_ca":false},{"name":"Vipul Jairath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1454155160555681,"gpt":0.4578201200012946,"spread":0.3124046039457264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000394034,0.0007768575,0.003952902,0.0001479866,0.0002026811,0.0005049648,0.0008292748,0.00008271295,0.0001417802],"category_scores_gemma":[0.001517819,0.0005032592,0.0007968654,0.0000561319,0.0001069232,0.0001588728,0.0002896896,0.0002017618,0.0000822873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471454,"about_ca_system_score_gemma":0.0003971283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007308515,"about_ca_topic_score_gemma":0.000005456473,"domain_scores_codex":[0.9973203,0.00008288483,0.001074487,0.0007317006,0.0003880472,0.000402567],"domain_scores_gemma":[0.9958078,0.001901826,0.001080861,0.0006731984,0.0002880234,0.0002483107],"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":[0.0002078843,0.001397888,0.0004858084,0.9385532,0.01185957,0.0009996571,0.00005283938,2.22931e-7,0.000001190673,0.002509777,0.00248191,0.04145012],"study_design_scores_gemma":[0.001555531,0.002376838,0.00001493024,0.8123252,0.02763022,0.004605351,0.00001176608,0.00001633452,0.000001448926,0.00008748568,0.1510772,0.0002976463],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005615489,0.9839557,0.00005738592,0.001153233,0.0004221979,0.01229615,0.0004386448,0.00004415627,0.001626908],"genre_scores_gemma":[0.00004637684,0.9785179,0.003951674,0.0002872164,0.000283871,0.01033205,0.0004999975,0.000101389,0.005979449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1485953,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088011694","doi":"10.1055/a-1221-4922","title":"Educational interventions are associated with improvements in colonoscopy quality indicators: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Wilson Centre; Hospital for Sick Children; University of Toronto; University of Ottawa; Ottawa Hospital; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Medicine; Psychological intervention; Meta-analysis; Colonoscopy; Quality (philosophy); MEDLINE; Medical physics; Data science; Internal medicine; Computer science; Colorectal cancer; Nursing","authors":[{"name":"Natalia Causada-Calo","is_ca":true},{"name":"E.I. González-Moreno","is_ca":true},{"name":"Kirles Bishay","is_ca":true},{"name":"Risa Shorr","is_ca":true},{"name":"Catherine Dubé","is_ca":true},{"name":"Steven J. Heitman","is_ca":true},{"name":"Robert J. Hilsden","is_ca":true},{"name":"Alaa Rostom","is_ca":true},{"name":"Catharine M. Walsh","is_ca":true},{"name":"John Anderson","is_ca":false},{"name":"Rajesh N. Keswani","is_ca":false},{"name":"Michael A. Scaffidi","is_ca":true},{"name":"Samir C. Grover","is_ca":true},{"name":"Nauzer Forbes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.157691136357604,"gpt":0.474655642383407,"spread":0.316964506025803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009975448,0.000390324,0.005716476,0.0006959604,0.00005821483,0.0001617755,0.0005351193,0.0001360918,0.001197871],"category_scores_gemma":[0.001307881,0.0002740988,0.001364883,0.001596932,0.00004658283,0.0001878981,0.0002841345,0.0004756919,0.00002383117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076421,"about_ca_system_score_gemma":0.0004082417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288238,"about_ca_topic_score_gemma":0.0008954038,"domain_scores_codex":[0.9966208,0.0005597599,0.001468621,0.0006435744,0.0005414257,0.0001657579],"domain_scores_gemma":[0.9969615,0.0004249555,0.001928751,0.0003402437,0.000189221,0.0001553668],"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":[0.0003457967,0.0006176863,0.0003530736,0.5694165,0.4272977,0.00003176714,0.00008572104,5.495158e-7,9.23481e-8,0.0002322626,0.0005002122,0.001118678],"study_design_scores_gemma":[0.0007647539,0.0007041864,0.0003604757,0.1442001,0.8424299,0.00002592687,0.00003224645,0.000009451413,8.116197e-7,0.00002464409,0.01108905,0.0003584436],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000103861,0.9915672,0.00005640862,0.001796901,0.00007959837,0.005042405,0.0006151364,0.0000256478,0.000806327],"genre_scores_gemma":[0.001273117,0.9875304,0.0004523418,0.001077797,0.00004405577,0.005704756,0.001620394,0.0000460924,0.002251092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4252165,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596022343","doi":"10.1055/s-0043-102934","title":"A simple ergonomic measure reduces fluoroscopy time during ERCP: A multivariate analysis","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Measure (data warehouse); Medicine; Simple (philosophy); Fluoroscopy; Multivariate statistics; Multivariate analysis; Medical physics; Data mining; Computer science; Radiology; Machine learning; Internal medicine","authors":[{"name":"Fahd Jowhari","is_ca":true},{"name":"Wilma Hopman","is_ca":true},{"name":"Lawrence Hookey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02591296117240933,"gpt":0.3645897673162131,"spread":0.3386768061438037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002951801,0.0001840367,0.0004713962,0.0002186485,0.0003329149,0.0002863075,0.001098344,0.00009119596,0.002929213],"category_scores_gemma":[0.0003714532,0.0001607791,0.0001961889,0.0000866184,0.00008411313,0.000463588,0.0005703781,0.0001982129,0.0007223102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265235,"about_ca_system_score_gemma":0.00009279511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007409041,"about_ca_topic_score_gemma":0.0000693534,"domain_scores_codex":[0.9986712,0.00005347863,0.0003195913,0.0004494897,0.0002595309,0.0002467173],"domain_scores_gemma":[0.9987717,0.00004896429,0.0002808929,0.000610218,0.0001428088,0.0001454777],"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":[0.00315959,0.000516933,0.2738201,0.00002658914,0.004845005,0.0007162954,0.0007589326,0.0001442178,0.7111319,0.000609447,0.002426023,0.001844904],"study_design_scores_gemma":[0.004349949,0.0001476861,0.8646465,0.00008379245,0.0006042458,0.00005511743,0.0000387437,0.002547483,0.1251485,0.0003057881,0.001830624,0.0002416031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658641,0.00005323889,0.00008953636,0.001856011,0.0004106911,0.0004069117,0.00009145987,0.00004427431,0.03118375],"genre_scores_gemma":[0.9815026,0.00001318362,0.003626606,0.000235551,0.0003644218,0.00006412579,0.0001458076,0.00002325221,0.01402444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5908263,"threshold_uncertainty_score":0.9979823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993164631","doi":"10.1055/a-1010-5663","title":"Safety and efficacy of endoscopic submucosal dissection for rectal neoplasia: a multicenter North American experience","year":2019,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Cook Medical; Auris Health; Boston Scientific Corporation","keywords":"Medicine; Endoscopic submucosal dissection; Perforation; Surgery; Endoscopic mucosal resection; Adverse effect; Retrospective cohort study; Resection; Internal medicine","authors":[{"name":"Dennis Yang","is_ca":false},{"name":"Hiroyuki Aihara","is_ca":false},{"name":"Yaseen Perbtani","is_ca":false},{"name":"Andrew Y. Wang","is_ca":false},{"name":"A. Aziz Aadam","is_ca":false},{"name":"Yutaka Tomizawa","is_ca":false},{"name":"Joo Ha Hwang","is_ca":false},{"name":"Baiming Zou","is_ca":false},{"name":"Nikola Natov","is_ca":false},{"name":"Amanda B. Siegel","is_ca":false},{"name":"Milad Pourmousavi Khoshknab","is_ca":false},{"name":"Mouen A. Khashab","is_ca":false},{"name":"Saowanee Ngamruengphong","is_ca":false},{"name":"Harshit S. Khara","is_ca":false},{"name":"David L. Diehl","is_ca":false},{"name":"T Manière","is_ca":true},{"name":"Sherif Andrawes","is_ca":false},{"name":"Petros C. Benias","is_ca":false},{"name":"Nikhil A. Kumta","is_ca":false},{"name":"Fariha H. Ramay","is_ca":false},{"name":"Raymond Kim","is_ca":false},{"name":"Jason Samarasena","is_ca":false},{"name":"Kenneth J. Chang","is_ca":false},{"name":"Rintaro Hashimoto","is_ca":false},{"name":"Benjamin Tharian","is_ca":false},{"name":"Sumant Inamdar","is_ca":false},{"name":"Gloria Lan","is_ca":false},{"name":"Amrita Sethi","is_ca":false},{"name":"Michael J. Nosler","is_ca":false},{"name":"Abdalaziz Tabash","is_ca":false},{"name":"Mohamed O. Othman","is_ca":false},{"name":"Peter V. Draganov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367249223347528,"gpt":0.3264463943603434,"spread":0.3127739021268681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006820435,0.0001052544,0.0002571348,0.00009449368,0.00002937985,0.00003936481,0.0002070398,0.00001461012,0.0002238282],"category_scores_gemma":[0.0001005522,0.00009207292,0.00005733396,0.0001192623,0.00005502411,0.0001944666,0.000150205,0.00006637444,0.00001084604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000757739,"about_ca_system_score_gemma":0.00003115581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003462367,"about_ca_topic_score_gemma":0.0002166529,"domain_scores_codex":[0.999167,0.00001293349,0.000247145,0.0002452044,0.0001923006,0.0001354445],"domain_scores_gemma":[0.9994434,0.0001378797,0.0001488452,0.0001407852,0.00007219899,0.00005686779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002794028,0.0001073305,0.987687,0.00003290662,0.0001285,0.000003159336,0.0005554787,0.000008478502,0.001087545,0.0002677621,0.0002118565,0.007115979],"study_design_scores_gemma":[0.006746339,0.0005024378,0.9782192,0.00005990802,0.00004123292,0.000006553155,0.0003967505,0.000580156,0.002387277,0.000003747238,0.01098124,0.00007522485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933439,0.00001354548,0.0005902495,0.0006656059,0.0006591525,0.001215543,0.00002644554,0.00001566169,0.003469903],"genre_scores_gemma":[0.9942608,0.00004681867,0.002950532,0.0002083721,0.00009422356,0.00006317159,0.00008135213,0.00001286136,0.002281792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076938,"threshold_uncertainty_score":0.3754625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990093945","doi":"10.1055/a-0977-2870","title":"Long-term follow-up in patients with gastric antral vascular ectasia (GAVE) after treatment with endoscopic band ligation (EBL)","year":2019,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Gastric antral vascular ectasia; Argon plasma coagulation; Ligation; Surgery; Esophagogastroduodenoscopy; Anemia; Endoscopic treatment; Retrospective cohort study; Ectasia; Gastroenterology; Internal medicine; Endoscopy","authors":[{"name":"John Eccles","is_ca":true},{"name":"Aldo J. Montaño‐Loza","is_ca":true},{"name":"Sergio Zepeda-Gómez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009064398360390752,"gpt":0.2596962945618402,"spread":0.2506318962014494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007268539,0.0003018001,0.0004034034,0.0002015786,0.00003378537,0.000134813,0.000194798,0.00004339353,0.0007894652],"category_scores_gemma":[0.00001561058,0.0001999294,0.00008117354,0.0001805589,0.00003310159,0.0003447073,0.00005656057,0.0001221005,0.0001447156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921046,"about_ca_system_score_gemma":0.0001341109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226873,"about_ca_topic_score_gemma":0.0001778856,"domain_scores_codex":[0.9983461,0.00003133028,0.000290521,0.0004888651,0.0005266825,0.0003164639],"domain_scores_gemma":[0.9992204,0.00005906381,0.0001352655,0.000282537,0.000160396,0.0001423934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002698982,0.001076176,0.994579,0.00002078472,0.0004305802,0.000156817,0.0001384352,0.00002327227,0.0001466515,0.00002678763,0.00002503318,0.0006775422],"study_design_scores_gemma":[0.02503324,0.006305188,0.9649758,0.0009911553,0.0001753331,0.00002738075,0.00002007567,0.00002411811,0.002215612,0.000006261635,0.00007885922,0.0001470069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958155,0.00005444466,0.00004418696,0.0003021583,0.0002518311,0.001932855,0.00003150375,0.0000229868,0.001544598],"genre_scores_gemma":[0.9958364,0.00002843167,0.00237334,0.0001300287,0.000066142,0.0003817888,0.0003185457,0.00003864928,0.0008266237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960317,"threshold_uncertainty_score":0.864409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309647637","doi":"10.1055/a-1984-6895","title":"Topical hemostatic agents in the management of upper gastrointestinal bleeding: a meta-analysis","year":2022,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; University of British Columbia","funders":"Institute of Population and Public Health; King Saud University","keywords":"Medicine; Upper gastrointestinal bleeding; Hemostasis; Hemostatic Agent; Meta-analysis; Etiology; MEDLINE; Odds ratio; Modalities; Gastrointestinal bleeding; Intensive care medicine; Internal medicine; Endoscopy","authors":[{"name":"Ali Alali","is_ca":false},{"name":"Sarvee Moosavi","is_ca":true},{"name":"Myriam Martel","is_ca":true},{"name":"Majid A. Almadi","is_ca":false},{"name":"Alan Barkun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1412457362637783,"gpt":0.4025558536723012,"spread":0.2613101174085229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007077705,0.00009725086,0.0004342021,0.0001617115,0.00005689496,0.00004222465,0.0006450621,0.000009746179,0.01090643],"category_scores_gemma":[0.00002474544,0.00005962688,0.0004198315,0.0004853565,0.00003009404,0.00005782832,0.0004150755,0.0002027914,0.00001017178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007666833,"about_ca_system_score_gemma":0.00002421896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412177,"about_ca_topic_score_gemma":0.00000400123,"domain_scores_codex":[0.9984146,0.0001193424,0.0003895402,0.0002123412,0.0007183219,0.0001457943],"domain_scores_gemma":[0.9994673,0.0001159797,0.0001044692,0.00021505,0.00005001453,0.00004725029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003065533,0.007268463,0.4873903,0.0002276711,0.3136461,0.005729268,0.004036176,0.005462015,0.000799294,0.1461501,0.02239059,0.003834415],"study_design_scores_gemma":[0.0151865,0.002462913,0.2987952,0.0001682394,0.1581082,0.001365465,0.0200557,0.02995883,0.001192988,0.003343304,0.4684717,0.0008909469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.668689,0.000382938,0.001590919,0.0874505,0.000362565,0.002754901,0.0001926883,0.00002656965,0.2385499],"genre_scores_gemma":[0.9856372,0.000008763795,0.006723664,0.002019044,0.00001767775,0.0002022067,0.00009819703,0.000007161795,0.005286091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4460811,"threshold_uncertainty_score":0.9899977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088173916","doi":"10.1055/a-1214-5692","title":"Underwater vs conventional endoscopic mucosal resection in the management of colorectal polyps: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Endoscopic mucosal resection; Funnel plot; Colonoscopy; Publication bias; Relative risk; Confidence interval; Observational study; Randomized controlled trial; Internal medicine; Adverse effect; Odds ratio; Resection; Surgery; Colorectal cancer; Cancer","authors":[{"name":"Faisal Kamal","is_ca":false},{"name":"Muhammad Ali Khan","is_ca":false},{"name":"Wade Lee‐Smith","is_ca":false},{"name":"Zubair Khan","is_ca":false},{"name":"Sachit Sharma","is_ca":false},{"name":"Claudio Tombazzi","is_ca":false},{"name":"Dina Ahmad","is_ca":false},{"name":"Mohammad K. Ismail","is_ca":false},{"name":"Colin W. Howden","is_ca":false},{"name":"Kenneth F. Binmoeller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09315859589119069,"gpt":0.4027924208040975,"spread":0.3096338249129068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009118779,0.000318428,0.003703846,0.0003833001,0.00004585091,0.0001017217,0.0006106051,0.00009949245,0.0006423812],"category_scores_gemma":[0.00006404543,0.000190601,0.001170894,0.0008955452,0.0000503234,0.0001239155,0.0002914467,0.0003567581,0.00002377756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206206,"about_ca_system_score_gemma":0.000107618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437908,"about_ca_topic_score_gemma":0.00009924176,"domain_scores_codex":[0.9971318,0.0004875968,0.001108402,0.0004794967,0.0006471379,0.0001456029],"domain_scores_gemma":[0.9986587,0.0002239484,0.0006490029,0.0003073174,0.0001004963,0.00006054881],"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":[0.0006372969,0.0001662924,0.00001431118,0.7329508,0.2636461,0.0001245748,0.0001097509,0.000001572113,4.152406e-7,0.001038708,0.0004031456,0.0009069958],"study_design_scores_gemma":[0.0009056206,0.0008332167,0.0000514812,0.05106896,0.9036703,0.0002010792,0.00009174001,0.0000523682,0.000006966259,0.00005682599,0.04284023,0.0002212432],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009529925,0.9905837,0.0001424937,0.001222721,0.0001236873,0.005170822,0.0001076473,0.00001510682,0.002624358],"genre_scores_gemma":[0.001581291,0.993187,0.0008734108,0.0004649473,0.00003758118,0.00253878,0.0003210875,0.00002454519,0.0009713988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6818818,"threshold_uncertainty_score":0.7772483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769828024","doi":"10.1055/s-0043-119749","title":"Validating bowel preparation scales","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Colonoscopy; Intraclass correlation; Reliability (semiconductor); Kappa; Inter-rater reliability; Scale (ratio); Bowel preparation; Cohen's kappa; Internal medicine; Rating scale; Psychometrics; Psychology; Clinical psychology; Colorectal cancer; Computer science; Cartography; Machine learning","authors":[{"name":"Valérie Heron","is_ca":true},{"name":"Robin Parmar","is_ca":true},{"name":"Charles Ménard","is_ca":true},{"name":"Myriam Martel","is_ca":true},{"name":"Alan Barkun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04800228448405526,"gpt":0.4102116476897579,"spread":0.3622093632057026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828234,0.00006972194,0.0001046551,0.00004413971,0.0002703112,0.0004415573,0.0003998645,0.00003493248,0.0003499332],"category_scores_gemma":[0.0003314673,0.00006460492,0.00004444741,0.00001829478,0.00003291007,0.0004993929,0.0002296119,0.00009167305,0.00009800935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039657,"about_ca_system_score_gemma":0.00004627915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006662583,"about_ca_topic_score_gemma":0.0001722162,"domain_scores_codex":[0.9993433,0.00001355373,0.0001427941,0.0001917581,0.0002212778,0.00008726517],"domain_scores_gemma":[0.9993789,0.00002538842,0.0001502261,0.000287424,0.0001048869,0.00005314243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04126168,0.000795979,0.5800943,0.0001082535,0.00112119,0.0001909234,0.001858773,0.0003271809,0.1427972,0.02072161,0.04754438,0.1631786],"study_design_scores_gemma":[0.005853382,0.002211665,0.6339676,0.0004679672,0.0000768735,0.0001861367,0.0001719943,0.01403096,0.2633997,0.001805121,0.07744876,0.0003798776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6739076,0.00002058943,0.001399429,0.003265366,0.001113374,0.000360556,0.000008706239,0.00005197512,0.3198724],"genre_scores_gemma":[0.9881876,0.000008570966,0.005110032,0.0002077044,0.0004053767,0.00005478426,0.00003300705,0.000009640054,0.005983319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.31428,"threshold_uncertainty_score":0.4257948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890113419","doi":"10.1055/a-0624-2266","title":"Efficacy and safety of a new low-volume PEG with citrate and simethicone bowel preparation for colonoscopy (Clensia): a multicenter randomized observer-blind clinical trial vs. a low-volume PEG with ascorbic acid (PEG-ASC)","year":2018,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Tolerability; Randomized controlled trial; PEG ratio; Regimen; Adverse effect; Clinical trial; Internal medicine; Gastroenterology; Surgery; Colorectal cancer","authors":[{"name":"Patrizia Kump","is_ca":false},{"name":"Cesare Hassan","is_ca":false},{"name":"Cristiano Spada","is_ca":false},{"name":"Eva Brownstone","is_ca":false},{"name":"Christian Datz","is_ca":false},{"name":"Michael Haefner","is_ca":false},{"name":"Friedrich Renner","is_ca":false},{"name":"Rainer Schoefl","is_ca":false},{"name":"Florian Schreiber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05039609589660099,"gpt":0.3895937600166122,"spread":0.3391976641200112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001549846,0.0003227849,0.001090865,0.0001605548,0.0001539308,0.0002020098,0.000261189,0.000204628,0.000218081],"category_scores_gemma":[0.001218853,0.0002479606,0.0001599146,0.0001849657,0.0005179621,0.000464977,0.0001599647,0.000361213,0.0000119017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146863,"about_ca_system_score_gemma":0.0005797078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009871707,"about_ca_topic_score_gemma":0.0008627178,"domain_scores_codex":[0.9971786,0.0002951885,0.0009924233,0.0007406013,0.0005103678,0.0002828389],"domain_scores_gemma":[0.997353,0.0007531144,0.0006629635,0.000319026,0.0006423331,0.0002695661],"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":[0.9918882,0.0004080992,0.003247523,0.0000672479,0.0008137746,0.000008262344,0.0007960187,0.0000190838,0.0009482561,0.00004264028,0.0005991188,0.001161742],"study_design_scores_gemma":[0.9058105,0.04286731,0.01534418,0.001020846,0.0006985777,0.00005716139,0.0001106273,0.0229942,0.008554778,0.00005539265,0.002138985,0.000347407],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793268,0.0001049459,0.01087218,0.001620348,0.0006830296,0.006678357,0.00005042027,0.00005015955,0.000613703],"genre_scores_gemma":[0.9760829,0.00008676371,0.01993786,0.0004400378,0.0007855165,0.0003598318,0.0001099615,0.00004685007,0.002150245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0860777,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324281094","doi":"10.1055/s-0034-1377520","title":"Polyethylene glycol vs sodium picosulfate/magnesium citrate for colonoscopy preparation","year":2014,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; PEG ratio; Bowel preparation; Polyethylene glycol; Internal medicine; Randomized controlled trial; Gastroenterology; Colorectal cancer","authors":[{"name":"Kristian Leitao","is_ca":false},{"name":"Tore Grimstad","is_ca":false},{"name":"Michael Bretthauer","is_ca":false},{"name":"Øyvind Holme","is_ca":false},{"name":"Vemund Paulsen","is_ca":false},{"name":"Lars Karlsen","is_ca":false},{"name":"Kjetil Isaksen","is_ca":false},{"name":"Milada Cvancarova","is_ca":false},{"name":"Lars Aabakken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02333004610415311,"gpt":0.3507028369779406,"spread":0.3273727908737875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003883047,0.000165337,0.0002667853,0.0001267807,0.0001340694,0.0001875544,0.0003357623,0.00009567916,0.0003657082],"category_scores_gemma":[0.0002650481,0.0001597,0.00009981389,0.0001249628,0.00003700303,0.0003200334,0.0001082777,0.0001311469,0.00009095836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941101,"about_ca_system_score_gemma":0.000144878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402626,"about_ca_topic_score_gemma":0.0001528967,"domain_scores_codex":[0.9987324,0.00004931742,0.000316974,0.0003898017,0.0002909881,0.0002204715],"domain_scores_gemma":[0.9990703,0.0001382049,0.0001615668,0.0002331796,0.0002759276,0.0001208463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.6404492,0.001185166,0.01519,0.0003259383,0.0006981184,0.00002028747,0.001364984,0.0004760179,0.2587304,0.01695922,0.0485245,0.01607616],"study_design_scores_gemma":[0.01224098,0.02853138,0.0100386,0.0001507592,0.0001697863,0.00007470316,0.00008328312,0.02849049,0.6203056,0.001958669,0.2974879,0.0004677832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453589,0.00007198808,0.04556409,0.009408243,0.004316162,0.003570476,0.00007702989,0.0002525503,0.09138052],"genre_scores_gemma":[0.9791473,0.000007559631,0.009209123,0.00137148,0.0008620266,0.0007184083,0.0001755745,0.00003008766,0.008478495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6282083,"threshold_uncertainty_score":0.6512378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574657066","doi":"10.1055/s-0042-122334","title":"Efficacy of single-incision needle-knife biopsy for sampling subepithelial lesions","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":20,"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; Biopsy; Forceps; Sampling (signal processing); Lesion; Surgery; Radiology","authors":[{"name":"Yuto Shimamura","is_ca":true},{"name":"Jason Hwang","is_ca":true},{"name":"Maria Cirocco","is_ca":true},{"name":"Gary R. May","is_ca":true},{"name":"Jeffrey D. Mosko","is_ca":true},{"name":"Christopher Teshima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1673500736198859,"gpt":0.4541771902035032,"spread":0.2868271165836174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002501687,0.0001231971,0.0002480485,0.0001108721,0.0002175383,0.0001748431,0.0007295982,0.00002725508,0.0002680224],"category_scores_gemma":[0.002166205,0.00009785271,0.0001354306,0.00003036213,0.00009376353,0.0002003951,0.0003696234,0.00009691716,0.00005531007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132859,"about_ca_system_score_gemma":0.0001366764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481435,"about_ca_topic_score_gemma":0.00001620379,"domain_scores_codex":[0.998867,0.00001511332,0.0002825637,0.00024556,0.0003724185,0.0002173112],"domain_scores_gemma":[0.9986069,0.0002956711,0.0002175429,0.0004140407,0.000302505,0.0001633983],"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":[0.02525475,0.005843838,0.185607,0.0001701881,0.001024649,0.0004822654,0.0003736706,0.0001073699,0.7123854,0.01656256,0.002839629,0.04934863],"study_design_scores_gemma":[0.04216464,0.006077475,0.5391454,0.002993596,0.0002597639,0.0008327675,0.0003104519,0.00162463,0.3860519,0.003689375,0.01639062,0.0004594111],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803351,0.00002283746,0.003032657,0.003462521,0.0003801835,0.001231568,0.0001663338,0.00001754877,0.01135125],"genre_scores_gemma":[0.9391208,0.000006837999,0.05870338,0.0000488896,0.0002284331,0.00006371154,0.0001186732,0.00001973333,0.001689488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535383,"threshold_uncertainty_score":0.3990318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267282244","doi":"10.1055/s-0041-107901","title":"Barriers and facilitators to implementing continuous quality improvement programs in colonoscopy services: a mixed methods systematic review","year":2015,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of Calgary; Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux","funders":"","keywords":"Quality management; Formative assessment; Medicine; Quality (philosophy); Intervention (counseling); Data extraction; Medical education; Implementation research; Nursing; Knowledge management; Process management; MEDLINE; Psychological intervention; Computer science; Psychology; Service (business)","authors":[{"name":"Bernard Candas","is_ca":true},{"name":"Gilles Jobin","is_ca":true},{"name":"Catherine Dubé","is_ca":true},{"name":"Mario Tousignant","is_ca":false},{"name":"Anis Ben Abdeljelil","is_ca":false},{"name":"Sonya Grenier","is_ca":false},{"name":"Marie‐Pierre Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0952966776318255,"gpt":0.4878616543659009,"spread":0.3925649767340754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006025675,0.0004529368,0.003328602,0.0002918757,0.0000628343,0.0002340136,0.0006659264,0.0001470544,0.00009133085],"category_scores_gemma":[0.0009847654,0.0003622268,0.0002587363,0.0004794475,0.00002876069,0.0001775636,0.0007857317,0.0003696318,0.00003168502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016972,"about_ca_system_score_gemma":0.0004881847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971256,"about_ca_topic_score_gemma":0.0006291969,"domain_scores_codex":[0.9956494,0.0008804507,0.001789791,0.000730642,0.0005743497,0.0003753712],"domain_scores_gemma":[0.9977449,0.0002556874,0.0008297227,0.0004496294,0.000312759,0.0004073536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004157418,0.00003986746,0.0001123867,0.61499,0.0006111549,0.0000144942,0.0003587207,8.178589e-8,0.000003838907,0.00003904018,0.0002280908,0.3831866],"study_design_scores_gemma":[0.0009146111,0.00154412,0.000005924927,0.4446904,0.001056445,0.00004210798,0.0007513402,0.00001424412,0.00001178012,0.00001845736,0.5506334,0.0003171922],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003041762,0.9833015,0.0002657053,0.0001619611,0.0006894431,0.01400267,0.0001210187,0.00005755843,0.001096012],"genre_scores_gemma":[0.0001279934,0.9735224,0.01530954,0.000790184,0.00009686582,0.008847163,0.0003750396,0.00006412933,0.0008667265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5504053,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2727653601","doi":"10.1055/s-0043-110568","title":"Performance report cards increase adenoma detection rate","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Cancer Care Ontario; Western University","funders":"Canadian Institutes of Health Research; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Colonoscopy; Adenoma; Multivariate analysis; Colorectal cancer; Specialty; Psychological intervention; Internal medicine; Adenocarcinoma; General surgery; Gastroenterology; Cancer; Family medicine","authors":[{"name":"Michael Sey","is_ca":true},{"name":"Andy Liu","is_ca":true},{"name":"Samuel Asfaha","is_ca":true},{"name":"Victoria Siebring","is_ca":true},{"name":"Vipul Jairath","is_ca":true},{"name":"Brian Yan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02901295254218023,"gpt":0.3476489362574552,"spread":0.318635983715275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000411245,0.0001060875,0.0001653739,0.00008074589,0.0003424224,0.0002830302,0.0004220379,0.00005435989,0.0003151946],"category_scores_gemma":[0.0004946892,0.00009915556,0.00006343966,0.0000386245,0.00004665305,0.0005627933,0.0002656923,0.0001720436,0.00009478979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019111,"about_ca_system_score_gemma":0.0001182017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311198,"about_ca_topic_score_gemma":0.0002472885,"domain_scores_codex":[0.9991019,0.00002262705,0.0002121346,0.0002749679,0.0002599541,0.0001284248],"domain_scores_gemma":[0.9989882,0.00002255644,0.0002348174,0.0004676863,0.0001877303,0.00009900729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03835125,0.0003226002,0.6377964,0.00008776964,0.0008004927,0.00189708,0.0003601058,0.00009254009,0.09040119,0.0001861623,0.005473782,0.2242306],"study_design_scores_gemma":[0.002481587,0.001011515,0.7788811,0.0001448547,0.00005803583,0.001288833,0.00003040436,0.004931196,0.1555344,0.00005292665,0.05541069,0.0001743725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513578,0.00001540552,0.0002632466,0.0008145218,0.00150934,0.0003014315,0.000006186377,0.00004785262,0.1456842],"genre_scores_gemma":[0.9875198,0.00002399549,0.000595248,0.0001749008,0.000592173,0.00009716038,0.00002963727,0.00001574518,0.01095136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240562,"threshold_uncertainty_score":0.4704403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761982430","doi":"10.1055/s-0043-117944","title":"Perspectives on endoscopic surveillance of dysplasia in inflammatory bowel disease: a survey of academic gastroenterologists","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Subspecialty; Dysplasia; Inflammatory bowel disease; dBc; Family medicine; Internal medicine; Disease","authors":[{"name":"Zane Gallinger","is_ca":true},{"name":"Amir Rumman","is_ca":true},{"name":"Sanjay K. Murthy","is_ca":true},{"name":"Geoffrey C. Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01859651275049183,"gpt":0.3265675582339708,"spread":0.307971045483479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005649629,0.0001640194,0.0001936911,0.00009060923,0.00005043316,0.00004739186,0.001698652,0.00008361736,0.00006623424],"category_scores_gemma":[0.0014066,0.0001674787,0.00006629486,0.00002074704,0.0002530604,0.00003108976,0.0005705472,0.0001466828,0.000008586159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004672513,"about_ca_system_score_gemma":0.0001927022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253048,"about_ca_topic_score_gemma":0.0006209941,"domain_scores_codex":[0.9985857,0.0001945529,0.0003975147,0.0003772699,0.0002549375,0.0001900245],"domain_scores_gemma":[0.9985149,0.00004089871,0.0004909936,0.0006550136,0.0002066879,0.00009150296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002954676,0.0001165749,0.981133,0.00002485957,0.00007114144,0.00003317554,0.00006742295,0.0001605699,0.01455986,0.0005754108,0.0002700971,0.00003320298],"study_design_scores_gemma":[0.001644148,0.0001036725,0.9906439,0.0001004929,0.000003736033,7.185693e-7,0.00004376499,0.0000728037,0.007138676,0.0000470506,0.0001075313,0.00009348927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967982,0.0001086791,0.00002563319,0.000151624,0.0002722035,0.0003709281,0.0004088207,0.000003795677,0.001860161],"genre_scores_gemma":[0.9991453,0.0001552421,0.0001268903,0.00005107202,0.00006510244,0.00005427841,0.000146652,0.00001843623,0.0002370377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009510908,"threshold_uncertainty_score":0.6829582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742328461","doi":"10.1055/s-0043-110813","title":"Computer-assisted instruction before colonoscopy is as effective as nurse counselling, a clinical pilot trial","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Anxiety; Randomized controlled trial; Bowel preparation; Physical therapy; Significant difference; Nursing; Internal medicine; Colorectal cancer; Psychiatry","authors":[{"name":"Govert Veldhuijzen","is_ca":false},{"name":"Michael Klemt‐Kropp","is_ca":false},{"name":"Casper Noomen","is_ca":false},{"name":"Aura van Esch","is_ca":false},{"name":"Eric T.T.L. Tjwa","is_ca":false},{"name":"Joost P.H. Drenth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05129502834488561,"gpt":0.4318774052773173,"spread":0.3805823769324317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004413,0.0002215722,0.000470128,0.0001220315,0.0004315903,0.0005254869,0.0007232827,0.000155673,0.0006699329],"category_scores_gemma":[0.0003873906,0.0002068919,0.0001940063,0.00007553348,0.0001910463,0.0004797484,0.0001439017,0.0004626433,0.0004175569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779996,"about_ca_system_score_gemma":0.0002622363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582267,"about_ca_topic_score_gemma":0.0002140897,"domain_scores_codex":[0.9980274,0.000115113,0.0005291706,0.0005849349,0.0005309271,0.0002124578],"domain_scores_gemma":[0.9982142,0.0001568747,0.0005467677,0.0005348088,0.0003493416,0.0001980512],"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":[0.8587716,0.001377437,0.01928752,0.00002651466,0.001061222,0.0001730182,0.0009934922,0.000009866254,0.0003798161,0.001137365,0.007543789,0.1092383],"study_design_scores_gemma":[0.3745202,0.2241439,0.2256612,0.00142079,0.0006554743,0.00131308,0.0003279083,0.009264448,0.02022087,0.003744053,0.1377421,0.0009859067],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602279,0.0000200606,0.001028675,0.001654415,0.009195678,0.002146845,0.00002680718,0.00008971766,0.02560989],"genre_scores_gemma":[0.9903103,0.0000417397,0.003175144,0.0009369907,0.002631456,0.0002838162,0.00006867544,0.00003229906,0.002519626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4842514,"threshold_uncertainty_score":0.8436807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011230461","doi":"10.1055/a-1079-4298","title":"Clinical implications of decision making in colorectal polypectomy: an international survey of Western endoscopists suggests priorities for change","year":2020,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":16,"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; Polypectomy; Ascending colon; Endoscopic mucosal resection; Colonoscopy; Referral; Forceps; Colorectal Polyp; General surgery; Colorectal cancer; Endoscopy; Surgery; Internal medicine; Cancer; Family medicine","authors":[{"name":"David J. Tate","is_ca":false},{"name":"Lobke Desomer","is_ca":false},{"name":"Steven J. Heitman","is_ca":true},{"name":"Nauzer Forbes","is_ca":true},{"name":"Nicholas G. Burgess","is_ca":false},{"name":"Halim Awadie","is_ca":false},{"name":"Ian M. Gralnek","is_ca":false},{"name":"Jeroen Geldof","is_ca":false},{"name":"Danny De Looze","is_ca":false},{"name":"Douglas K. Rex","is_ca":false},{"name":"J. Anderson","is_ca":false},{"name":"Michael J. Bourke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1745775416028041,"gpt":0.4811748517339294,"spread":0.3065973101311253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005172053,0.0001241177,0.0004366876,0.0001901268,0.00001891464,0.00004481367,0.0007765215,0.00005829398,0.0001794352],"category_scores_gemma":[0.0008235262,0.0001219491,0.00009379573,0.0002078327,0.0000619088,0.0004087515,0.00034264,0.0001138262,0.000004252377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009587765,"about_ca_system_score_gemma":0.0001401487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008035154,"about_ca_topic_score_gemma":0.001588613,"domain_scores_codex":[0.9984263,0.00005991015,0.0007480172,0.0003179713,0.0003069525,0.0001409026],"domain_scores_gemma":[0.9985097,0.000588843,0.000332469,0.0001705319,0.0003187614,0.00007966469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002250431,0.0001714599,0.9849072,0.00003596756,0.0001116998,0.000004655165,0.0003036754,0.000004340115,0.000329179,0.001011608,0.0002554095,0.01061439],"study_design_scores_gemma":[0.003739657,0.000531617,0.9929326,0.0002026072,0.0000248885,0.000003297913,0.00004443083,0.000505486,0.0005034871,0.0001334043,0.001297925,0.00008060206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906006,0.00004095085,0.001578846,0.003880569,0.0008170674,0.001370679,0.0004217368,0.00001734469,0.001272132],"genre_scores_gemma":[0.9897897,0.00008071779,0.008613341,0.000744748,0.0002688593,0.0001370447,0.0002747716,0.00001927852,0.00007156623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053379,"threshold_uncertainty_score":0.4972939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286493617","doi":"10.1055/a-1906-4769","title":"TC-325 hemostatic powder in the management of upper gastrointestinal malignant bleeding: a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Randomized controlled trial; Malignancy; Hemostasis; Internal medicine; Blood transfusion; Surgery; Gastroenterology; Endoscopy","authors":[{"name":"Bruno da Costa Martins","is_ca":false},{"name":"Andressa A. Machado","is_ca":false},{"name":"Rodrigo Corsato Scomparin","is_ca":false},{"name":"Gustavo Andrade de Paulo","is_ca":false},{"name":"Adriana Vaz Safatle‐Ribeiro","is_ca":false},{"name":"Sebastian Geiger","is_ca":false},{"name":"Luciano Lenz","is_ca":false},{"name":"Marcelo Simas de Lima","is_ca":false},{"name":"Caterina Pennacchi","is_ca":false},{"name":"Ulysses Ribeiro","is_ca":false},{"name":"Alan Barkun","is_ca":true},{"name":"Fauze Maluf‐Filho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02598695531300946,"gpt":0.3266402938164692,"spread":0.3006533385034598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002088309,0.0002107622,0.0009801056,0.0002080396,0.00009830645,0.00008363352,0.0006945672,0.000011613,0.001880529],"category_scores_gemma":[0.0002432007,0.0001310471,0.0003557221,0.0001992018,0.00007539421,0.00009068475,0.0003995534,0.0002400258,0.00001616584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105252,"about_ca_system_score_gemma":0.00009331841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154386,"about_ca_topic_score_gemma":0.000002633541,"domain_scores_codex":[0.9973729,0.0002820207,0.0008653461,0.0003154268,0.0009086521,0.0002556802],"domain_scores_gemma":[0.9983625,0.0008460623,0.0003871052,0.0002325567,0.000110743,0.00006102429],"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":[0.9620631,0.002690616,0.01182065,0.00003147786,0.0009625805,0.0006457918,0.0004104646,0.0001374055,0.0002574683,0.01859587,0.002269033,0.0001155002],"study_design_scores_gemma":[0.9906683,0.001673662,0.001743633,0.0005653948,0.0004726098,0.0005605563,0.001823884,0.0008837715,0.0001326685,0.0006983345,0.0006760359,0.0001011306],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914974,0.0001363178,0.0001747608,0.02089895,0.0008151343,0.01445828,0.00004052944,0.00002552254,0.04847648],"genre_scores_gemma":[0.9793059,0.0000233902,0.01249092,0.0008505929,0.00006764616,0.005094958,0.00007113511,0.00002022156,0.002075219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0643319,"threshold_uncertainty_score":0.9990319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392782502","doi":"10.1055/a-2271-2145","title":"Outcomes predictors in endoscopic ultrasound-guided choledochoduodenostomy with lumen-apposing metal stent: Systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":15,"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; Endoscopic ultrasound; Lumen (anatomy); Meta-analysis; Radiology; Stent; Surgery; Pathology","authors":[{"name":"Alessandro Fugazza","is_ca":false},{"name":"Kareem Khalaf","is_ca":true},{"name":"Marco Spadaccini","is_ca":false},{"name":"Antonio Facciorusso","is_ca":false},{"name":"Matteo Colombo","is_ca":false},{"name":"Marta Andreozzi","is_ca":false},{"name":"Silvia Carrara","is_ca":false},{"name":"Cecilia Binda","is_ca":false},{"name":"Carlo Fabbri","is_ca":false},{"name":"Andrea Anderloni","is_ca":false},{"name":"Cesare Hassan","is_ca":false},{"name":"Todd H. Baron","is_ca":false},{"name":"Alessandro Repici","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03727025786091362,"gpt":0.3516157877733558,"spread":0.3143455299124421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006345325,0.0003196553,0.001974481,0.0004917427,0.00004107603,0.0003438669,0.0004433689,0.00005024041,0.00197461],"category_scores_gemma":[0.0002466766,0.0001945933,0.0004423478,0.0006720357,0.00006436933,0.0005171035,0.0001349549,0.0002449733,0.00005719411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115939,"about_ca_system_score_gemma":0.0001075818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003404882,"about_ca_topic_score_gemma":0.0001570516,"domain_scores_codex":[0.9976686,0.0001512609,0.0007462775,0.0005663694,0.0006286955,0.0002387697],"domain_scores_gemma":[0.9989583,0.0002770506,0.0001413264,0.0003823089,0.0001184218,0.0001225983],"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":[0.0001109499,0.0006456266,0.1951337,0.08847995,0.7073217,0.000528869,0.001720702,0.00007668023,0.0006414876,0.002572661,0.002754595,0.00001307444],"study_design_scores_gemma":[0.00306163,0.0003050914,0.02561396,0.008952405,0.9588287,0.0004763852,0.0006179251,0.0003145951,0.0004784586,0.0001392393,0.0006395282,0.0005721123],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4006675,0.3948059,0.002054247,0.06095414,0.001691045,0.03756339,0.0009177814,0.0006718786,0.1006741],"genre_scores_gemma":[0.9844298,0.001336816,0.001386042,0.002554673,0.00002232212,0.0006421437,0.0001780937,0.00004122002,0.00940894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837622,"threshold_uncertainty_score":0.9989377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155519974","doi":"10.1055/a-1381-7149","title":"Perforation and post-polypectomy bleeding complicating colonoscopy in a population-based screening program","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Colonoscopy; Polypectomy; Perforation; Population; Outpatient clinic; Surgery; Fecal occult blood; General surgery; Internal medicine; Colorectal cancer; Cancer","authors":[{"name":"Lawrence Paszat","is_ca":true},{"name":"Rinku Sutradhar","is_ca":true},{"name":"Jin Luo","is_ca":true},{"name":"Linda Rabeneck","is_ca":true},{"name":"Jill Tinmouth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03016517326049519,"gpt":0.3614706930262615,"spread":0.3313055197657663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001954247,0.000107204,0.000188666,0.0001527629,0.0001044177,0.0002173837,0.000112641,0.00005353642,0.0001922114],"category_scores_gemma":[0.0002608466,0.0001143863,0.00003599739,0.0002703638,0.00001788504,0.0002636776,0.0001104606,0.0001853103,0.000005607877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703683,"about_ca_system_score_gemma":0.0001370388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976603,"about_ca_topic_score_gemma":0.0006430147,"domain_scores_codex":[0.999012,0.00003898908,0.0002598743,0.0003165743,0.0002303555,0.0001421868],"domain_scores_gemma":[0.9993842,0.0001045319,0.0001009134,0.0001168681,0.0002226495,0.00007088751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00385326,0.0002276543,0.9438552,0.00004424949,0.00006869803,0.00004192838,0.0002335407,0.0003860003,0.01593507,0.0005125146,0.00006991912,0.03477198],"study_design_scores_gemma":[0.003928473,0.001329001,0.8681409,0.0005510794,0.00003367785,0.00009385575,0.0003266702,0.1050213,0.01836428,0.000080357,0.001933598,0.0001967898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899721,0.00009112102,0.001323633,0.002915327,0.0001983078,0.0006617489,0.0000102964,0.00007500292,0.004752534],"genre_scores_gemma":[0.9449694,0.00000498725,0.05364202,0.0005446344,0.0001161353,0.0001979443,0.0003261846,0.00001539181,0.0001833049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046353,"threshold_uncertainty_score":0.4664538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309626191","doi":"10.1055/a-1981-3047","title":"Global trends in training and credentialing guidelines for gastrointestinal endoscopy: a systematic review","year":2022,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":14,"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; University of Toronto","funders":"","keywords":"Credentialing; Medicine; Colonoscopy; Sigmoidoscopy; Medical physics; Staffing; Esophagogastroduodenoscopy; MEDLINE; Endoscopy; General surgery; Medical education; Radiology; Nursing; Internal medicine; Colorectal cancer","authors":[{"name":"Nasruddin Sabrie","is_ca":true},{"name":"Rishad Khan","is_ca":true},{"name":"Samir Seleq","is_ca":true},{"name":"Hoomam Homsi","is_ca":true},{"name":"Nikko Gimpaya","is_ca":true},{"name":"Rishi Bansal","is_ca":true},{"name":"Michael A. Scaffidi","is_ca":true},{"name":"David Lightfoot","is_ca":true},{"name":"Samir C. Grover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2288332908202827,"gpt":0.4832819885092722,"spread":0.2544486976889895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001480401,0.0003869341,0.002432517,0.0003829831,0.00009204388,0.0001663061,0.0005787221,0.00006789206,0.0006525917],"category_scores_gemma":[0.003208021,0.0003328573,0.0004403711,0.0005429492,0.00002851149,0.0001514496,0.0003784594,0.0002852552,0.000004247903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007512795,"about_ca_system_score_gemma":0.0003957536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003215999,"about_ca_topic_score_gemma":0.0001376676,"domain_scores_codex":[0.9970319,0.0002203399,0.001402238,0.0006015176,0.0004746647,0.0002693624],"domain_scores_gemma":[0.9983031,0.0004484717,0.000690872,0.0002638074,0.0001771303,0.0001166551],"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":[0.0009075243,0.00009509324,0.00002447231,0.5733415,0.0005893196,0.0001343069,0.0000787528,0.000004797776,8.307496e-7,0.0002307544,0.005001858,0.4195908],"study_design_scores_gemma":[0.001091216,0.0007435841,0.000002767649,0.5831646,0.001642655,0.003444138,0.00008951445,0.0002350482,2.33172e-7,0.00002799787,0.4093246,0.000233695],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000196309,0.9905925,0.0008843727,0.0004419503,0.0006588346,0.003219059,0.000235465,0.00004688598,0.003918928],"genre_scores_gemma":[0.00001445814,0.9787476,0.01484186,0.0005238028,0.0003351905,0.003534325,0.000718132,0.00004897622,0.001235664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4193571,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132981401","doi":"10.1055/a-1336-3464","title":"Checklist feasibility and impact in gastrointestinal endoscopy: a systematic review and narrative synthesis","year":2021,"lang":"en","type":"review","venue":"Endoscopy International Open","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Checklist; Medicine; MEDLINE; Context (archaeology); Patient safety; Systematic review; Endoscopy; Nursing; Family medicine; Health care; Surgery; Psychology","authors":[{"name":"Véronique Bitar","is_ca":true},{"name":"Myriam Martel","is_ca":true},{"name":"Sophie Restellini","is_ca":true},{"name":"Alan Barkun","is_ca":true},{"name":"Omar Kherad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1487579874176804,"gpt":0.5212938253520394,"spread":0.372535837934359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002838508,0.0004971421,0.003368037,0.0002389514,0.000275059,0.00002683747,0.000839964,0.0001835267,0.001674923],"category_scores_gemma":[0.01368378,0.0003683006,0.0002228091,0.0003383963,0.0001311586,0.0003527732,0.0007868399,0.001009619,0.00008522598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009989023,"about_ca_system_score_gemma":0.00152659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071227,"about_ca_topic_score_gemma":0.0001652861,"domain_scores_codex":[0.9932984,0.003247603,0.001909757,0.0007411048,0.0004050588,0.0003980485],"domain_scores_gemma":[0.9934464,0.003819508,0.001690646,0.0005178942,0.0002553942,0.0002701558],"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":[0.00004594979,0.0001959011,0.002099056,0.9908001,0.0004513994,0.00005422137,0.001561985,2.515209e-7,6.242281e-7,0.00061026,0.002407802,0.001772458],"study_design_scores_gemma":[0.0005060128,0.00005436314,0.0002200829,0.9493533,0.0009240971,0.0001707964,0.0009140468,0.000006542047,1.556011e-7,0.0000357144,0.04753515,0.0002797442],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002483774,0.9864368,0.00005573547,0.0009998071,0.0002641438,0.008116152,0.0004232932,0.00002386333,0.003655298],"genre_scores_gemma":[0.0001780056,0.9921707,0.001107488,0.0005577417,0.00007172614,0.004094598,0.0003914322,0.00004282196,0.001385496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04512735,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596395545","doi":"10.1055/s-0042-119949","title":"An international survey of polypectomy training and assessment","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Polypectomy; Medicine; Colonoscopy; Trainer; General surgery; Medical education; Medical physics; Colorectal cancer; Internal medicine; Cancer","authors":[{"name":"Kiran Haresh Kumar Patel","is_ca":false},{"name":"Arun Rajendran","is_ca":false},{"name":"Omar Faiz","is_ca":false},{"name":"Matthew D. Rutter","is_ca":false},{"name":"Charlotte Rutter","is_ca":false},{"name":"Rodrigo Jover","is_ca":false},{"name":"Ioannis E. Κoutroubakis","is_ca":false},{"name":"Władysław Januszewicz","is_ca":false},{"name":"Monika Ferlitsch","is_ca":false},{"name":"Evelien Dekker","is_ca":false},{"name":"Donald MacIntosh","is_ca":true},{"name":"Susanna S. Ng","is_ca":false},{"name":"Taya Kitiyakara","is_ca":false},{"name":"Heiko Pohl","is_ca":false},{"name":"Siwan Thomas‐Gibson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1108002642080334,"gpt":0.4568572307711109,"spread":0.3460569665630775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004135708,0.00008126532,0.0001939157,0.00009459762,0.00007684615,0.0002693714,0.000785703,0.00002226631,0.0007884912],"category_scores_gemma":[0.0001659745,0.0000734617,0.00002757954,0.00002314017,0.00006182047,0.0005954892,0.0003263889,0.00008764134,0.00000406071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005576196,"about_ca_system_score_gemma":0.00009284085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192903,"about_ca_topic_score_gemma":0.0003140267,"domain_scores_codex":[0.9992052,0.00002210327,0.0001965902,0.0001912166,0.0002937,0.00009120981],"domain_scores_gemma":[0.999255,0.00004528057,0.0002018157,0.0002965246,0.0001351268,0.00006625256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527062,0.00007972366,0.9776025,0.000005030681,0.0001973575,0.00001205244,0.0001243588,0.000001656557,0.0004829215,0.003663721,0.000462158,0.01721582],"study_design_scores_gemma":[0.002142904,0.0001203467,0.9873248,0.00004314063,0.00002016604,0.000007030517,0.00009327714,0.0007587127,0.00028696,0.0000898295,0.009054589,0.00005820806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7944423,0.00001505423,0.0004248756,0.003632194,0.001295494,0.0003398156,0.00007393926,0.00001444591,0.1997619],"genre_scores_gemma":[0.9898289,0.00005718674,0.00748479,0.0002471529,0.0001302574,0.00001433224,0.0001311339,0.000009530702,0.002096718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976652,"threshold_uncertainty_score":0.8633425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159170488","doi":"10.1055/a-1374-5839","title":"Severe upper gastrointestinal bleeding is halted by endoscopically delivered self-propelling thrombin powder: A porcine pilot study","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Defence Research and Development Canada; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Michael Smith Health Research BC; Canadian Institute for Military and Veteran Health Research; University of British Columbia; U.S. Department of Defense","keywords":"Medicine; Hemostasis; Upper gastrointestinal bleeding; Bleed; Stomach; Surgery; Thrombin; Laparotomy; Anesthesia; Endoscopy; Platelet; Internal medicine","authors":[{"name":"Nabil Ali-Mohamad","is_ca":true},{"name":"Massimo F. Cau","is_ca":true},{"name":"James R. Baylis","is_ca":true},{"name":"Veronika Zenova","is_ca":true},{"name":"Hugh A. Semple","is_ca":true},{"name":"Andrew Beckett","is_ca":true},{"name":"Andrew McFadden","is_ca":true},{"name":"Fergal Donnellan","is_ca":true},{"name":"Christian J. Kastrup","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03777354100787737,"gpt":0.3269759702968117,"spread":0.2892024292889343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003754277,0.0003501413,0.000665338,0.0001071383,0.0001769275,0.0003464496,0.0006059335,0.00005341439,0.007619614],"category_scores_gemma":[0.0003150421,0.0002902128,0.0001335496,0.0003218988,0.0000478977,0.000336658,0.0005536921,0.000516356,0.0002611186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429243,"about_ca_system_score_gemma":0.0003385837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004870989,"about_ca_topic_score_gemma":0.00001403695,"domain_scores_codex":[0.9969922,0.0001352341,0.0007351915,0.0007779615,0.0008818302,0.0004775651],"domain_scores_gemma":[0.9981377,0.000198718,0.0001900551,0.0003936332,0.0007207458,0.0003591352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002775257,0.01195841,0.524235,0.0001033854,0.002049952,0.003981777,0.001274023,0.00002360548,0.3940668,0.001009529,0.05722024,0.001301964],"study_design_scores_gemma":[0.1256005,0.03861859,0.09010603,0.008085991,0.002168553,0.02768475,0.01534749,0.01517537,0.3713738,0.000970478,0.3003523,0.004516208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543127,0.0002530839,0.0004379126,0.008119424,0.0005133401,0.001441092,0.0001211351,0.0001414441,0.03465991],"genre_scores_gemma":[0.9681352,0.0001144485,0.01706263,0.002918955,0.0002774776,0.00005967187,0.0003267376,0.00006330884,0.01104154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434129,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3002609330","doi":"10.1055/a-1067-4520","title":"Safety and effectiveness of balloon cryoablation for treatment of Barrett’s associated neoplasia: systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Perforation; Dysplasia; Adverse effect; Intestinal metaplasia; Barrett's esophagus; Internal medicine; Argon plasma coagulation; Meta-analysis; Cryoablation; Gastroenterology; General surgery; Adenocarcinoma; Ablation; Endoscopy; Cancer","authors":[{"name":"Donevan Westerveld","is_ca":false},{"name":"Khaai Nguyen","is_ca":false},{"name":"Debdeep Banerjee","is_ca":false},{"name":"Chelsea Jacobs","is_ca":false},{"name":"Nikhil Kadle","is_ca":false},{"name":"Peter V. Draganov","is_ca":false},{"name":"Dennis Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06429742886614659,"gpt":0.3889554884853242,"spread":0.3246580596191776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377147,0.0001070142,0.001456329,0.00006079493,0.00002172568,0.00001538115,0.00008507301,0.00002496673,0.0001761051],"category_scores_gemma":[0.0003845353,0.00007034744,0.0002556667,0.0001535569,0.00002499493,0.00008472574,0.00004187995,0.00002058677,8.971703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174899,"about_ca_system_score_gemma":0.00005269532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001736452,"about_ca_topic_score_gemma":0.00002392466,"domain_scores_codex":[0.9989823,0.0001672724,0.0003580243,0.0001918913,0.0002290033,0.00007152361],"domain_scores_gemma":[0.9989089,0.0004748587,0.000221137,0.0001013362,0.0002057418,0.00008804208],"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":[0.005949646,0.0009785327,0.05666563,0.1595468,0.7720239,0.00004017006,0.0006492724,0.00008352492,0.0006070827,0.003262908,0.0001047021,0.00008783614],"study_design_scores_gemma":[0.01318765,0.006155024,0.05586999,0.003663352,0.9018638,0.0000110158,0.00007444337,0.001754287,0.01699116,0.0001846723,0.0000481685,0.0001964197],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06213159,0.8303895,0.007780012,0.03328835,0.0001568109,0.05666635,0.005756126,0.00007440332,0.003756852],"genre_scores_gemma":[0.9964284,0.001989569,0.00052312,0.0001639707,0.000006432186,0.0004432029,0.0002534516,0.000007950447,0.0001838844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9342968,"threshold_uncertainty_score":0.2868685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210087153","doi":"10.1055/a-1533-6183","title":"Endocuff Vision improves adenoma detection rate in a large screening-related cohort","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Observational study; Sedation; Odds ratio; Logistic regression; Adenoma; Randomized controlled trial; Confidence interval; Cohort; Cohort study; Internal medicine; Colorectal cancer; Emergency medicine; Surgery; Cancer","authors":[{"name":"Nauzer Forbes","is_ca":true},{"name":"Robert J. Hilsden","is_ca":true},{"name":"Yibing Ruan","is_ca":true},{"name":"Abbey E. Poirier","is_ca":true},{"name":"Dylan E. O’Sullivan","is_ca":true},{"name":"Kyla M. Craig","is_ca":true},{"name":"Diana Kerrison","is_ca":true},{"name":"Darren R. Brenner","is_ca":true},{"name":"Steven J. Heitman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01254865232562991,"gpt":0.3255140028334194,"spread":0.3129653505077895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806112,0.0001519223,0.0002673474,0.0002109905,0.00008477631,0.0001572881,0.0002095849,0.0001058174,0.0009112502],"category_scores_gemma":[0.0003548573,0.0001534946,0.00009630113,0.0004108296,0.00002240599,0.0004052658,0.0002653972,0.0003579629,0.00007718038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257617,"about_ca_system_score_gemma":0.0001329318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006223016,"about_ca_topic_score_gemma":0.001044162,"domain_scores_codex":[0.9985106,0.0001065691,0.0003794455,0.0004528525,0.00031764,0.0002329158],"domain_scores_gemma":[0.9992642,0.00008764549,0.0001235588,0.0002183437,0.000209441,0.00009675945],"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":[0.0180843,0.001140796,0.2203224,0.00006466659,0.001008993,0.001435481,0.0007952158,0.0002134363,0.6457502,0.001086744,0.001456304,0.1086414],"study_design_scores_gemma":[0.008164556,0.001274848,0.7018411,0.0003441804,0.00006667759,0.0003116616,0.0002241124,0.01420861,0.2500246,0.0003115334,0.02296314,0.0002649934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961641,0.0002297409,0.003493555,0.001481353,0.001261083,0.0006751574,0.00001931315,0.00009366049,0.03110511],"genre_scores_gemma":[0.9927759,0.00005309943,0.001202864,0.0004327987,0.0001572663,0.0001205039,0.0001318418,0.00002533262,0.005100456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815186,"threshold_uncertainty_score":0.9977551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214690359","doi":"10.1055/a-1546-8266","title":"Automated detection of cecal intubation with variable bowel preparation using a deep convolutional neural network","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"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":"Convolutional neural network; Artificial intelligence; Receiver operating characteristic; Colonoscopy; Deep learning; Computer science; Binary classification; Artificial neural network; Pattern recognition (psychology); Medicine; Colorectal cancer; Machine learning; Support vector machine; Internal medicine; Cancer","authors":[{"name":"Daniel J. Low","is_ca":true},{"name":"Zhuoqiao Hong","is_ca":false},{"name":"Rishad Khan","is_ca":true},{"name":"Rishi Bansal","is_ca":true},{"name":"Nikko Gimpaya","is_ca":true},{"name":"Samir C. Grover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02143729483654414,"gpt":0.3256533177659228,"spread":0.3042160229293787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001838028,0.0001123401,0.0001908557,0.00007953489,0.0001007691,0.00007494247,0.0001076361,0.00007367098,0.0003182109],"category_scores_gemma":[0.0001171572,0.0001075757,0.00004553176,0.0003682036,0.00003705503,0.0003854977,0.00009084058,0.0001384429,0.000005011933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814329,"about_ca_system_score_gemma":0.0003019198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005312903,"about_ca_topic_score_gemma":0.0002675327,"domain_scores_codex":[0.9988564,0.00007046078,0.0002981402,0.0002658549,0.0003679795,0.0001411686],"domain_scores_gemma":[0.9989718,0.00006034231,0.0001952078,0.0001398827,0.0005735817,0.00005918213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04942044,0.0006909004,0.03974617,0.0001330551,0.00120578,0.0000812694,0.0006794062,0.4669067,0.4290236,0.003457743,0.0009332787,0.007721679],"study_design_scores_gemma":[0.002258577,0.00184894,0.01768286,0.0001758613,0.00009240241,0.0003632539,0.00006790056,0.9121614,0.06433272,0.0001785602,0.0007139334,0.0001235505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088302,0.00006791289,0.08394115,0.0001826892,0.0008632326,0.0004333385,0.00001315282,0.0001321355,0.005536253],"genre_scores_gemma":[0.9757961,0.00000496387,0.02322504,0.0001202377,0.0003034765,0.00004464598,0.0001807142,0.0000155025,0.0003093175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4452548,"threshold_uncertainty_score":0.438681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389579891","doi":"10.1055/a-2226-0840","title":"Safety and efficacy of early versus late removal of LAMS for pancreatic fluid collections","year":2023,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Stent; Odds ratio; Surgery; Incidence (geometry); Adverse effect; Logistic regression; Internal medicine","authors":[{"name":"Philippe Willems","is_ca":true},{"name":"Eslam Saber Esmail","is_ca":false},{"name":"Sarto C. Paquin","is_ca":true},{"name":"Anand V. Sahai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03609567064492433,"gpt":0.3563067142573437,"spread":0.3202110436124194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371501,0.0000701837,0.00024581,0.0001175924,0.00005842226,0.000009268508,0.0001021018,0.00004044523,0.0001049777],"category_scores_gemma":[0.000226507,0.00006238115,0.00005414423,0.0001706555,0.0000640591,0.00006045121,0.00007090922,0.00003937294,0.0000138608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000387437,"about_ca_system_score_gemma":0.00006231202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017657,"about_ca_topic_score_gemma":0.00002134227,"domain_scores_codex":[0.9994204,0.00002104737,0.0002192441,0.0001399148,0.0001099881,0.00008940953],"domain_scores_gemma":[0.9993464,0.0003274334,0.00008499733,0.0001154072,0.00009312985,0.0000326232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2347807,0.003679203,0.3567759,0.0006137028,0.01404058,0.001753845,0.007423745,0.0005816711,0.2033479,0.1317319,0.02104123,0.02422956],"study_design_scores_gemma":[0.08766679,0.008394892,0.7889727,0.0008733015,0.001376227,0.0003418134,0.0002921775,0.002053847,0.07083874,0.001863659,0.03697323,0.0003525889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641736,0.00006873937,0.000117121,0.0004629068,0.0003502842,0.0006479089,0.0001794746,0.0000196732,0.0339803],"genre_scores_gemma":[0.9759024,0.0002626134,0.005368928,0.00002950622,0.0000468473,0.00007296258,0.0001886944,0.00001203276,0.01811597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4321968,"threshold_uncertainty_score":0.2543829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044490951","doi":"10.1055/a-1176-9889","title":"KODA score: an updated and validated bowel preparation scale for patients undergoing small bowel capsule endoscopy","year":2020,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Robarts Clinical Trials; University of Alberta; Western University","funders":"Physicians' Services Incorporated Foundation","keywords":"Intraclass correlation; Medicine; Capsule endoscopy; Bowel preparation; Reliability (semiconductor); Scale (ratio); Colonoscopy; Gastroenterology; Internal medicine; Psychometrics; Cartography; Colorectal cancer","authors":[{"name":"Mohammad H. Alageeli","is_ca":true},{"name":"Brian Yan","is_ca":true},{"name":"Suliman Alshankiti","is_ca":true},{"name":"May Alzahrani","is_ca":true},{"name":"Zoya Bahreini","is_ca":true},{"name":"ThucNhi T. Dang","is_ca":true},{"name":"Joshua Friedland","is_ca":true},{"name":"Syed O. Gilani","is_ca":true},{"name":"R Homenauth","is_ca":true},{"name":"Jennifer Houle","is_ca":true},{"name":"Milica Kloc","is_ca":true},{"name":"Jacqueline A. Luhoway","is_ca":true},{"name":"Lucas Merotto","is_ca":true},{"name":"Rymon Rofaiel","is_ca":true},{"name":"Chantal Singh","is_ca":true},{"name":"Alexis Smith","is_ca":true},{"name":"Benson Thomas","is_ca":true},{"name":"Cassandra Townsend","is_ca":true},{"name":"David Yoo","is_ca":true},{"name":"Sergio Zepeda-Gómez","is_ca":true},{"name":"Larry Stitt","is_ca":true},{"name":"Vipul Jairath","is_ca":true},{"name":"Michael Sey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04305933008381402,"gpt":0.3275675479987861,"spread":0.2845082179149721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124209,0.0002292239,0.0002834517,0.0000734249,0.0001271717,0.0002648066,0.0002938192,0.00005506722,0.0002400592],"category_scores_gemma":[0.0002266544,0.0002094406,0.00006518367,0.00009483685,0.00004061208,0.0004491627,0.0001825128,0.0001117469,0.00003785601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366447,"about_ca_system_score_gemma":0.0001169723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002059092,"about_ca_topic_score_gemma":0.00007583679,"domain_scores_codex":[0.9985288,0.00003701817,0.0003737992,0.0005438984,0.0002730363,0.0002434489],"domain_scores_gemma":[0.9989597,0.0000815013,0.000180522,0.000170427,0.0003050155,0.0003028639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003860234,0.001934301,0.9496737,0.00009221058,0.0004560816,0.00003477164,0.001025012,0.0001209532,0.02543406,0.0009157256,0.01584609,0.0006068182],"study_design_scores_gemma":[0.06893237,0.03006328,0.5167906,0.001619263,0.001179952,0.0001209489,0.0008253811,0.03526336,0.3288797,0.001104344,0.01384413,0.001376631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909253,0.00002113552,0.0008879221,0.003855621,0.0002725457,0.001764222,0.0001751246,0.00007748261,0.002020633],"genre_scores_gemma":[0.9597157,0.00002421794,0.03550317,0.001350331,0.0001788948,0.0002191275,0.00268691,0.00004031847,0.0002813022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4328831,"threshold_uncertainty_score":0.8540738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398162050","doi":"10.1055/a-2330-9803","title":"A new through-the-scope clip with anchor prongs is safe and successful for a variety of endoscopic uses","year":2024,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; St. Michael's Hospital","funders":"Canadian Association of Gastroenterology; Cook Medical; Boston Scientific Corporation","keywords":"Scope (computer science); Variety (cybernetics); Medicine; Data science; Artificial intelligence; Computer science; Programming language","authors":[{"name":"John Guardiola","is_ca":false},{"name":"Douglas K. Rex","is_ca":false},{"name":"Christopher C. Thompson","is_ca":false},{"name":"Jeffrey D. Mosko","is_ca":true},{"name":"Marvin Ryou","is_ca":false},{"name":"Joyce Peetermans","is_ca":false},{"name":"Matthew Rousseau","is_ca":false},{"name":"Daniel von Renteln","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02821421281693319,"gpt":0.3635160311430397,"spread":0.3353018183261065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661929,0.0001429312,0.000282867,0.00005297161,0.00005028144,0.000114088,0.0003281385,0.00005581914,0.0007511869],"category_scores_gemma":[0.00007754967,0.0000866678,0.00005537966,0.000125444,0.0001049144,0.0003229858,0.0001628681,0.0001466902,0.00001916124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789724,"about_ca_system_score_gemma":0.0003099831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007000846,"about_ca_topic_score_gemma":0.00008710318,"domain_scores_codex":[0.9990004,0.00002177991,0.0002569323,0.0003260526,0.0002128071,0.0001820104],"domain_scores_gemma":[0.9993346,0.000220809,0.00007726758,0.0001851473,0.0001072694,0.00007493384],"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":[0.01242039,0.001047261,0.2444635,0.002965967,0.004896968,0.0008068843,0.02489592,0.00002648152,0.03055644,0.2558368,0.3360049,0.08607837],"study_design_scores_gemma":[0.01309071,0.005067856,0.0336972,0.002567337,0.0006860897,0.0006036301,0.0008149068,0.0007952814,0.1312767,0.01572713,0.795216,0.0004571379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6728896,0.01779176,0.07542566,0.1023081,0.003591939,0.01086383,0.0009241219,0.000219911,0.115985],"genre_scores_gemma":[0.9027749,0.0003428459,0.07002632,0.003067094,0.0005457674,0.0003010196,0.00007144081,0.00004426623,0.02282638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4592111,"threshold_uncertainty_score":0.822497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773139671","doi":"10.1055/s-0043-120828","title":"Patient comfort scores do not affect endoscopist behavior during colonoscopy, while trainee involvement has negative effects on patient comfort","year":2017,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Medicine; Sedation; Midazolam; Colonoscopy; Fentanyl; Tolerability; Endoscopy; Affect (linguistics); Anesthesia; Emergency medicine; Internal medicine; Adverse effect","authors":[{"name":"Brian Chan","is_ca":true},{"name":"Amanda M. Hussey","is_ca":true},{"name":"Natalie Rubinger","is_ca":true},{"name":"Lawrence Hookey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04343103350219375,"gpt":0.3335595228079276,"spread":0.2901284893057338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002065316,0.0003925785,0.0005514805,0.0002236612,0.0008409693,0.0007385158,0.0006825606,0.0001151578,0.0003675306],"category_scores_gemma":[0.0003278886,0.0003572223,0.0001963701,0.0000847089,0.0001782833,0.000456939,0.0006195499,0.0004319675,0.00006190606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360486,"about_ca_system_score_gemma":0.0001931582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913527,"about_ca_topic_score_gemma":0.0006023134,"domain_scores_codex":[0.9974244,0.00008542677,0.0005018351,0.0006800212,0.0009082555,0.0004001203],"domain_scores_gemma":[0.9980901,0.0002326856,0.0005185059,0.0007174105,0.0001822057,0.0002591056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1407063,0.005895697,0.6441911,0.0007338146,0.002747876,0.002219815,0.0105616,0.0006021949,0.09873322,0.001434303,0.01402794,0.07814609],"study_design_scores_gemma":[0.007845753,0.0151464,0.302738,0.001448669,0.0001524607,0.00005381122,0.0002020846,0.0002803205,0.6680737,0.00004372587,0.003595576,0.0004194831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980956,0.00003524968,0.00004623154,0.0008668078,0.002559616,0.003272598,0.000138785,0.00009221464,0.01203251],"genre_scores_gemma":[0.9952767,0.00001869356,0.001216428,0.0006697235,0.0003412946,0.001727414,0.0001236633,0.0000551303,0.0005709435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5693405,"threshold_uncertainty_score":0.999888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909058522","doi":"10.1055/a-0754-2247","title":"Pancreatic pseudocyst-portal vein fistula with refractory hepatic pseudocyst: Two cases treated with EUS cyst-gastrostomy and review of the literature","year":2019,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Pancreatic pseudocyst; Gastrostomy; Radiology; Percutaneous; Fistula; Cyst; Pancreas; Pancreatitis; Refractory (planetary science); Surgery; Internal medicine","authors":[{"name":"John Eccles","is_ca":true},{"name":"Edward Wiebe","is_ca":true},{"name":"Pernilla DʼSouza","is_ca":true},{"name":"Gurpal Sandha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008979520215320074,"gpt":0.2926133083380617,"spread":0.2836337881227416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542083,0.0002551961,0.0005827884,0.00007155219,0.00006146208,0.00004388682,0.0002743593,0.00005315937,0.0004587902],"category_scores_gemma":[0.00009625767,0.000137374,0.00006721329,0.0001891967,0.0001393452,0.0002365398,0.0001095887,0.0002221891,0.00002380881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009178466,"about_ca_system_score_gemma":0.0001829602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818601,"about_ca_topic_score_gemma":0.0000810078,"domain_scores_codex":[0.9986407,0.0001197031,0.0003284958,0.0003617221,0.0003691956,0.0001802328],"domain_scores_gemma":[0.9987637,0.0001489382,0.0003039146,0.000464166,0.0002297641,0.00008950607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001561441,0.0003451714,0.9906434,0.0008510667,0.0007945431,0.002617865,0.0002401442,0.000002372165,0.001641256,0.000511453,0.0005313657,0.0002598632],"study_design_scores_gemma":[0.02184578,0.006468046,0.8432576,0.07801089,0.00208785,0.0332888,0.0001979758,0.00006935715,0.00860248,0.00005731016,0.005540647,0.0005732427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764453,0.004706569,0.000005212121,0.0006999593,0.00009771564,0.001599092,0.0002240764,0.0000198501,0.01620229],"genre_scores_gemma":[0.990563,0.001513274,0.001672778,0.0008195079,0.00004448855,0.0001606342,0.0003438716,0.00002670161,0.00485577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473858,"threshold_uncertainty_score":0.560195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804497076","doi":"10.1055/s-0044-102298","title":"Predictors of patient reluctance to wake early in the morning for bowel preparation for colonoscopy: a precolonoscopy survey in city-wide practice","year":2018,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"AbbVie Canada; Mylan; Pfizer; Pfizer Canada; Janssen Canada; Takeda Canada; Merck Canada; Bristol-Myers Squibb","keywords":"Medicine; Colonoscopy; Morning; Laxative; Logistic regression; Bowel preparation; Internal medicine; Defecation; General surgery; Colorectal cancer; Constipation","authors":[{"name":"Leigh Anne Shafer","is_ca":true},{"name":"John R. Walker","is_ca":true},{"name":"Celeste Waldman","is_ca":true},{"name":"Valérie Michaud","is_ca":true},{"name":"C. Yang","is_ca":true},{"name":"C N Bernstein","is_ca":true},{"name":"Linda Hathout","is_ca":true},{"name":"J. Park","is_ca":true},{"name":"J. Sisler","is_ca":true},{"name":"Kristy Wittmeier","is_ca":true},{"name":"Gayle Restall","is_ca":true},{"name":"Harminder Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03865196023753024,"gpt":0.3802848838003849,"spread":0.3416329235628547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150736,0.0001209354,0.0002333336,0.0001872791,0.00006542147,0.00007113162,0.0003460444,0.00006861203,0.00002327519],"category_scores_gemma":[0.00520514,0.0001046152,0.00004862635,0.0003160237,0.00003900828,0.000367991,0.00008206817,0.0001336772,0.00000420572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860223,"about_ca_system_score_gemma":0.0001924261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399963,"about_ca_topic_score_gemma":0.00679695,"domain_scores_codex":[0.9985421,0.0001544692,0.0004724345,0.000333152,0.0003051586,0.0001926827],"domain_scores_gemma":[0.9974676,0.001492109,0.0002675962,0.0002080533,0.0005157851,0.00004890173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2843427,0.0007767036,0.682606,0.0000625537,0.0002039156,0.000005104092,0.0183401,0.0005613717,0.001995394,0.0003546565,0.009327643,0.001423914],"study_design_scores_gemma":[0.007348843,0.0482188,0.8241383,0.000652895,0.00007480615,0.00001494357,0.0008984432,0.004641769,0.05257935,0.0002959853,0.06083383,0.0003020225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869368,0.00002226768,0.004184895,0.001595672,0.0008656768,0.004172833,0.0001052829,0.00001486204,0.002101688],"genre_scores_gemma":[0.9817057,0.000005610089,0.0155514,0.0008333506,0.000164918,0.001457595,0.00008366603,0.00001683452,0.0001809621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769938,"threshold_uncertainty_score":0.6231415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}