{"meta":{"query_hash":"fb3ef2d7b215","filters":{"venue":"Gastrointestinal Disorders"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fb3ef2d7b215","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gastrointestinal+Disorders"},"results":[{"id":"W2893596243","doi":"10.3390/gidisord1010005","title":"Regulation of Antimicrobial Pathways by Endogenous Heat Shock Proteins in Gastrointestinal Disorders","year":2018,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; IWK Health Centre; Canada Research Chairs; Nova Scotia Health Research Foundation; Natural Sciences and Engineering Research Council of Canada; Pfizer","keywords":"Heat shock protein; Biology; Immune system; Endogeny; Disease; Homeostasis; Phenotype; Immunity; Inflammatory bowel disease; Immunology; Function (biology); Antimicrobial peptides; Heat shock; Cell biology; Antimicrobial; Microbiology; Genetics; Medicine; Gene; Biochemistry","score_opus":0.014065893763060021,"score_gpt":0.24205024982918386,"score_spread":0.22798435606612383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893596243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96891284,0.000095485644,0.027000193,0.00029815064,0.000033599194,0.0011589908,0.000116748306,0.000038585586,0.0023454137],"genre_scores_gemma":[0.9877087,0.000032815024,0.011518443,0.000044843022,0.00012447286,0.000082063685,0.00029185286,0.00006698449,0.0001298551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99715024,0.0002878833,0.000565515,0.00072138454,0.00037661573,0.000898365],"domain_scores_gemma":[0.99897164,0.000036040874,0.000115015115,0.00048715,0.00020635355,0.00018381925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005070815,0.00036689654,0.00030198737,0.00019479688,0.00019922182,0.000030238625,0.0004554974,0.000090511,0.00009679122],"category_scores_gemma":[0.0008005001,0.00039282045,0.0001506559,0.00037974157,0.00062736095,0.000018549186,0.00024177715,0.00039169152,0.00003941942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000561689,0.00043218848,0.034029648,0.00007140099,0.000009421408,0.0000067673145,0.000061128616,0.00021683877,0.9608952,0.000024665125,0.00083253987,0.00285854],"study_design_scores_gemma":[0.0054225577,0.01096603,0.0569693,0.0015135937,0.000025453077,0.002949334,0.00058937655,0.0028160517,0.91454166,0.00051629444,0.002406073,0.0012842601],"about_ca_topic_score_codex":0.0007380482,"about_ca_topic_score_gemma":0.0014144501,"teacher_disagreement_score":0.046353497,"about_ca_system_score_codex":0.000068178364,"about_ca_system_score_gemma":0.00026978957,"threshold_uncertainty_score":0.99985236},"labels":[],"label_agreement":null},{"id":"W2975401035","doi":"10.3390/gidisord1040031","title":"Referral for Colonoscopy in Patients with Streptococcus bovis Bacteremia and the Association with Colorectal Cancer and Adenomatous Polyps: A Quality Assurance Study","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Streptococcus bovis; Colonoscopy; Medicine; Bacteremia; Colorectal cancer; Internal medicine; Gastroenterology; Referral; Endocarditis; Infective endocarditis; Cancer; General surgery; Antibiotics","score_opus":0.006060802145762595,"score_gpt":0.26133511315297475,"score_spread":0.25527431100721215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975401035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949018,0.000034258443,0.000060834576,0.00028915302,0.000030965995,0.0043291263,0.000039238963,0.000019263669,0.0002953853],"genre_scores_gemma":[0.99879605,0.000012375853,0.00027180952,0.00010629316,0.000014073167,0.00073697866,0.000019975645,0.000016833123,0.000025617519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989371,0.00011011988,0.00018360397,0.00029720168,0.0002220488,0.00024994632],"domain_scores_gemma":[0.9992294,0.00033541393,0.00017344201,0.00009972411,0.00011563383,0.000046434165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003427244,0.00015844038,0.0003343306,0.000047155365,0.00007246229,0.000035376474,0.000037461643,0.00001857077,0.000010788471],"category_scores_gemma":[0.0001981541,0.00009880446,0.000028148164,0.00010108542,0.00007303092,0.000084032654,0.000029721385,0.00015631413,0.0000013288461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057831374,0.00039229245,0.9924555,0.000076158634,0.000102209306,0.0000017795627,0.00036102295,0.000023313907,0.0000065799964,0.00006350569,0.00011188431,0.00062264747],"study_design_scores_gemma":[0.0218086,0.0060397494,0.9704239,0.00025953702,0.00010301215,0.0000032480636,0.0011402663,0.000049549923,0.0000034257837,0.000012863138,0.000044516382,0.00011133306],"about_ca_topic_score_codex":0.0009273628,"about_ca_topic_score_gemma":0.0038933763,"teacher_disagreement_score":0.022031568,"about_ca_system_score_codex":0.0001749957,"about_ca_system_score_gemma":0.000051947674,"threshold_uncertainty_score":0.40291288},"labels":[],"label_agreement":null},{"id":"W3043741895","doi":"10.3390/gidisord2030020","title":"Investigation of the Risk Factors and Associated Co-Morbid Conditions among Patients with Colorectal Cancer in Trinidad","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Family history; Colorectal cancer; Depression (economics); Cancer; Body mass index; Medical record; Diabetes mellitus; Internal medicine; Medical history; Quality of life (healthcare)","score_opus":0.012071834153337188,"score_gpt":0.23347024969287614,"score_spread":0.22139841553953896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043741895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989453,0.0000113423375,0.00004897371,0.00028939848,0.000020696229,0.0003892826,0.00012668749,0.000033014014,0.00013533371],"genre_scores_gemma":[0.9998046,0.0000054300626,0.00005011963,0.0000498617,0.000008377682,0.000022839957,0.000043641416,0.000010854403,0.000004240768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928445,0.00007676084,0.00016187743,0.00016528342,0.00018285106,0.00012875644],"domain_scores_gemma":[0.9995173,0.00008197127,0.00017219766,0.000047212226,0.00006955334,0.00011173351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056236022,0.00010834084,0.00016664252,0.00004805738,0.00007845415,0.000007226455,0.000037121587,0.00002565493,0.00002350062],"category_scores_gemma":[0.00069175876,0.0000738081,0.000041315227,0.00036346717,0.0002145556,0.000059270205,0.000016653,0.00026707991,4.4280705e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071476464,0.00002702088,0.99796814,0.000016144804,0.000017389273,5.2118656e-7,0.0004334091,0.00020294897,0.00038497278,0.0000011520705,0.000049999348,0.00018356678],"study_design_scores_gemma":[0.0018007237,0.001991244,0.9936334,0.00023022093,0.000060066246,0.0000023028363,0.0003235177,0.0013052353,0.0005695078,0.000016183518,0.0000017930549,0.00006583154],"about_ca_topic_score_codex":0.0020548448,"about_ca_topic_score_gemma":0.0030904124,"teacher_disagreement_score":0.004334737,"about_ca_system_score_codex":0.000059664624,"about_ca_system_score_gemma":0.00008917044,"threshold_uncertainty_score":0.31063244},"labels":[],"label_agreement":null},{"id":"W3087887906","doi":"10.3390/gidisord2040030","title":"The Effects of Iron Supplementation and Fortification on the Gut Microbiota: A Review","year":2020,"lang":"en","type":"review","venue":"Gastrointestinal Disorders","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Gut flora; Iron supplementation; Prebiotic; Iron homeostasis; Iron deficiency; Gut bacteria; Biology; Dietary iron; Hepcidin; Food fortification; Immunology; Physiology; Medicine; Anemia; Food science; Environmental health; Inflammation; Internal medicine; Endocrinology; Population; Metabolism","score_opus":0.016530640107619385,"score_gpt":0.303326826448727,"score_spread":0.2867961863411076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087887906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002528486,0.99255866,0.00009986562,0.0034719529,0.00008161337,0.0033509347,0.000034459015,0.000022819217,0.00035443477],"genre_scores_gemma":[0.00003042647,0.99848133,0.0002690631,0.0004627446,0.00004561532,0.00025129033,0.00027551435,0.00004213272,0.00014187362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822885,0.00028740638,0.00062160235,0.00035105488,0.00025067484,0.00026039247],"domain_scores_gemma":[0.99802035,0.0009254467,0.00052031886,0.00039987513,0.000051509393,0.00008247461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000330101,0.00036095618,0.0008879916,0.00005662817,0.00018845985,0.000024001585,0.00019962896,0.000044236553,0.000029230441],"category_scores_gemma":[0.0016210272,0.00018668098,0.0003322649,0.00028419102,0.00023459214,0.000029314526,0.00005728219,0.0004223138,0.000040470746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003591253,0.000074645926,0.00002060553,0.09423982,0.000024668972,0.0000032528906,0.000029175242,3.944189e-8,0.000037385355,0.00059308886,0.013317034,0.8916244],"study_design_scores_gemma":[0.00046277055,0.00062822684,0.00028787574,0.06748164,0.0020640816,0.00017538114,0.000116539355,0.0000021186368,0.0000019190675,0.000050762315,0.9285618,0.0001668728],"about_ca_topic_score_codex":0.00001887432,"about_ca_topic_score_gemma":0.000011665509,"teacher_disagreement_score":0.91524476,"about_ca_system_score_codex":0.000030212648,"about_ca_system_score_gemma":0.00014562462,"threshold_uncertainty_score":0.76126295},"labels":[],"label_agreement":null},{"id":"W3192256428","doi":"10.3390/gidisord3030012","title":"Climate Change and Enteric Infections in the Canadian Arctic: Do We Know What’s on the Horizon?","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; McMaster University; McGill University; University of British Columbia","funders":"","keywords":"Cryptosporidium; Climate change; Outbreak; Campylobacter; Campylobacteriosis; Arctic; Waterborne diseases; Transmission (telecommunications); Livelihood; Indigenous; Environmental health; Geography; Biology; Ecology; Agriculture; Medicine; Virology","score_opus":0.039844510354511496,"score_gpt":0.2968816807389124,"score_spread":0.25703717038440094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192256428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6357075,0.0034240773,0.000056902605,0.35749066,0.00018198664,0.00083879684,0.00003552047,0.000030030506,0.002234525],"genre_scores_gemma":[0.98300374,0.012984818,0.00016923161,0.0035156414,0.000095028554,0.00015182968,0.000025120717,0.000013757925,0.000040833722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832255,0.0004100916,0.00018046604,0.0002573468,0.00016120396,0.0006683219],"domain_scores_gemma":[0.9992852,0.00015747528,0.00003407961,0.00024192139,0.00006781017,0.00021350573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050858775,0.00014423592,0.00018235935,0.00012980592,0.00027703328,0.00011681206,0.0001087845,0.000027741793,0.00014502456],"category_scores_gemma":[0.0012587875,0.00008972621,0.00007227051,0.0002818902,0.0002133822,0.00010893124,0.000056571316,0.00060926576,0.000053184838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019408902,0.00035736396,0.804267,0.00011558685,0.000022864586,0.0006793163,0.0005952453,0.000006875497,0.0001459489,0.0029584146,0.0031066579,0.18755062],"study_design_scores_gemma":[0.0012324628,0.004095623,0.9496929,0.0030387298,0.000029848883,0.008156787,0.0074140243,0.00034234318,0.0000018202984,0.0014107607,0.024437966,0.00014675925],"about_ca_topic_score_codex":0.015830243,"about_ca_topic_score_gemma":0.3990518,"teacher_disagreement_score":0.38322157,"about_ca_system_score_codex":0.00010286032,"about_ca_system_score_gemma":0.000102063495,"threshold_uncertainty_score":0.99072343},"labels":[],"label_agreement":null},{"id":"W4296109708","doi":"10.3390/gidisord4030020","title":"Retrospective Analysis of the Safety of FOLFOX Compared to CAPOX for Adjuvant Treatment of Stage III Colorectal Cancer in Newfoundland Patients","year":2022,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Memorial University of Newfoundland","funders":"","keywords":"FOLFOX; Medicine; Oxaliplatin; Folinic acid; Internal medicine; Colorectal cancer; Nausea; Capecitabine; Mucositis; Retrospective cohort study; Vomiting; Surgery; Cancer; Chemotherapy","score_opus":0.014128242719202959,"score_gpt":0.28518500173355393,"score_spread":0.271056759014351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296109708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950785,0.000079832906,0.000094881776,0.00012125469,0.00006974748,0.0017818634,0.002298463,0.0000075338185,0.0004679082],"genre_scores_gemma":[0.9990494,0.000014875398,0.00029314272,0.000013500346,0.0000053730237,0.0003854644,0.000113557166,0.000015109601,0.00010953676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984407,0.00008520884,0.00051590876,0.00029886095,0.00040958353,0.0002497524],"domain_scores_gemma":[0.99907607,0.00013819558,0.00032289667,0.00020788686,0.00017655111,0.00007837963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010340649,0.0001799537,0.00083537813,0.00025552663,0.00007244612,0.0000017700363,0.0001222087,0.000014684186,0.00028925503],"category_scores_gemma":[0.00011290959,0.00013453924,0.0003980983,0.0013420873,0.000107149855,0.000023247658,0.00008714888,0.00008466272,1.6327655e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009494737,0.0016970763,0.9723126,0.00003292433,0.00056108675,0.0000025639094,0.0009538186,0.012727208,0.0007458112,0.00002825168,0.000007808256,0.0014360817],"study_design_scores_gemma":[0.0075081964,0.006201441,0.9827239,0.00008055435,0.0007751495,0.000002244892,0.00052735704,0.0018723833,0.00014544195,0.0000148229365,0.00006539779,0.0000831476],"about_ca_topic_score_codex":0.011124429,"about_ca_topic_score_gemma":0.032298665,"teacher_disagreement_score":0.021174235,"about_ca_system_score_codex":0.0014646098,"about_ca_system_score_gemma":0.00017564617,"threshold_uncertainty_score":0.99546057},"labels":[],"label_agreement":null},{"id":"W4366770821","doi":"10.3390/gidisord5020016","title":"Italian Cross-Cultural Adaptation of a Knowledge Assessment Tool (IBD-KID2) for Children with Inflammatory Bowel Disease","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Generalizability theory; Crohn's disease; Disease; Internal medicine; Inflammatory Bowel Diseases; Physical therapy; Psychology","score_opus":0.008980442919459163,"score_gpt":0.2767030476080102,"score_spread":0.267722604688551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366770821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367654,0.00004341093,0.0047603394,0.000052480365,0.000049713595,0.0007925619,0.00029605857,0.00007017153,0.00025874344],"genre_scores_gemma":[0.99513483,0.000009954875,0.0025197393,0.000020367292,0.00010445249,0.0002737405,0.0014354739,0.000049540686,0.00045190685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986185,0.00006163774,0.00030901382,0.00042050405,0.0001926373,0.00039775096],"domain_scores_gemma":[0.9990135,0.000021461392,0.00016391982,0.00031085944,0.00030896932,0.00018131243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020268447,0.00025890974,0.00013496846,0.0000791685,0.00016839197,0.000048582446,0.0002221162,0.00004250059,0.000012665637],"category_scores_gemma":[0.0002887887,0.0002357556,0.00017642553,0.00012305056,0.0002784118,0.000026918498,0.000090558926,0.00009095066,0.00002099954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010703176,0.00015739711,0.9815658,0.0002150536,0.00007438417,0.000016373711,0.000078226985,0.008821268,0.005361793,0.00039434174,0.0012523249,0.0009927648],"study_design_scores_gemma":[0.0016678997,0.00038798107,0.9926617,0.000104503735,0.00005438695,0.000018304136,0.00025940326,0.004048492,0.00010534359,0.00009736126,0.0003160159,0.00027856772],"about_ca_topic_score_codex":0.000008524962,"about_ca_topic_score_gemma":0.00011577438,"teacher_disagreement_score":0.011095986,"about_ca_system_score_codex":0.000028369623,"about_ca_system_score_gemma":0.0003452042,"threshold_uncertainty_score":0.9613834},"labels":[],"label_agreement":null},{"id":"W4386849860","doi":"10.3390/gidisord5030033","title":"Assessing the Relationship between Gastrointestinal and Pancreatic Neuroendocrine Tumor Grade and Overall Survival: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Gastrointestinal Disorders","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Markham Stouffville Hospital","funders":"","keywords":"Medicine; Confidence interval; Internal medicine; Meta-analysis; Hazard ratio; Odds ratio; Oncology; Funnel plot; Neuroendocrine tumors; Observational study; Publication bias; Survival analysis; Gastroenterology; Pathological; Overall survival","score_opus":0.19503517599410247,"score_gpt":0.42706646738141735,"score_spread":0.23203129138731488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386849860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032192844,0.9915652,0.00016345654,0.002355978,0.000011027125,0.0052135633,0.00012761123,0.00019665674,0.000044527544],"genre_scores_gemma":[0.0011069125,0.9945834,0.001945893,0.0002266984,0.000045468052,0.0009398231,0.00018875152,0.00020912978,0.0007538824],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99291366,0.0021999215,0.0017813809,0.0012512255,0.0008855021,0.0009683056],"domain_scores_gemma":[0.9863833,0.010876978,0.0011079821,0.00093477796,0.00013565914,0.00056125445],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012075437,0.0011048376,0.008267058,0.00070443953,0.00042120204,0.0003728999,0.00036732873,0.000009573923,0.000027201268],"category_scores_gemma":[0.016195212,0.00066819665,0.0013670771,0.0016428556,0.00062287494,0.00030116754,0.00047804552,0.0017603398,0.000022008158],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007455128,0.00005217384,0.022641767,0.9627798,0.011753322,0.002318387,0.00000518915,0.0000010198253,1.3661375e-7,0.00014494092,0.00007219341,0.00022361478],"study_design_scores_gemma":[0.0003759405,0.0004537407,0.01271936,0.12623724,0.7837713,0.07494708,0.00011303204,0.0000320897,1.3277835e-8,0.00030418913,0.0005733063,0.0004727029],"about_ca_topic_score_codex":0.00012586605,"about_ca_topic_score_gemma":0.00006766571,"teacher_disagreement_score":0.83654255,"about_ca_system_score_codex":0.000066728935,"about_ca_system_score_gemma":0.00018774846,"threshold_uncertainty_score":0.9995769},"labels":[],"label_agreement":null},{"id":"W4390734278","doi":"10.3390/gidisord6010006","title":"The Diagnostic Accuracy of Abdominal X-ray in Childhood Constipation: A Systematic Review of the Literature","year":2024,"lang":"en","type":"review","venue":"Gastrointestinal Disorders","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Functional constipation; Constipation; Medicine; MEDLINE; Systematic review; Meta-analysis; Internal medicine","score_opus":0.011455948534411169,"score_gpt":0.29539609771602016,"score_spread":0.283940149181609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390734278","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029490468,0.9918299,0.000054753553,0.0008954169,0.00017119186,0.0064493837,0.00013880421,0.000035410067,0.00039566867],"genre_scores_gemma":[0.00071447087,0.99792206,0.0004244546,0.00012516281,0.0000420758,0.0005000851,0.00009798045,0.00006686827,0.00010682886],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946906,0.0008536631,0.0026209156,0.00056928326,0.0007448085,0.0005207447],"domain_scores_gemma":[0.99106145,0.0056208433,0.0016224621,0.0012212908,0.00033417984,0.00013979839],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013331204,0.0007570448,0.0032271408,0.00026436013,0.00012388088,0.000051018207,0.00081995205,0.000120887686,0.000025969135],"category_scores_gemma":[0.0495502,0.0003770099,0.001713326,0.0019049053,0.0006928633,0.000079373436,0.00023776651,0.0017415469,0.000038677736],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026225418,0.0003054476,0.00032418102,0.9803077,0.00012447599,0.00004372979,0.00010135035,0.000002145617,1.9413015e-7,0.00018542889,0.0004924842,0.018086653],"study_design_scores_gemma":[0.0003902297,0.00034288203,0.0008039538,0.9856505,0.0056731533,0.003570834,0.00022915474,0.000012808205,6.5598705e-8,0.0002083944,0.0029150788,0.00020297556],"about_ca_topic_score_codex":0.000031737334,"about_ca_topic_score_gemma":0.000066071756,"teacher_disagreement_score":0.04821708,"about_ca_system_score_codex":0.00011525343,"about_ca_system_score_gemma":0.0011174941,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W4400764089","doi":"10.3390/gidisord6030045","title":"The Impact of a Gluten-Free Diet on Pregnant Women with Celiac Disease: Do We Need a Guideline to Manage Their Health?","year":2024,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Pregnancy; Guideline; Gluten free; Low birth weight; Disease; Confusion; Obstetrics; Pediatrics; Intensive care medicine; Environmental health; Internal medicine; Psychology","score_opus":0.010935785761505659,"score_gpt":0.3039715045434759,"score_spread":0.2930357187819702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400764089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4550163,0.068146,0.02025035,0.42725682,0.0003194539,0.015424546,0.0021740266,0.001199005,0.010213505],"genre_scores_gemma":[0.9888704,0.0054445164,0.0016964851,0.00065312267,0.00015414972,0.0006559428,0.00010324809,0.00013272616,0.0022894053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735826,0.00009228862,0.00041889178,0.00048209217,0.0006778667,0.00097058376],"domain_scores_gemma":[0.99768823,0.00016027456,0.00007666247,0.00087653706,0.00011889713,0.0010794058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053736754,0.00033293638,0.00035033515,0.00026810405,0.00015964631,0.00010506173,0.0003587871,0.000012788066,0.00011582064],"category_scores_gemma":[0.0004101211,0.0001730598,0.00021776833,0.00064507494,0.0001606552,0.00006336032,0.0002488821,0.0002852823,0.000055269786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.050862733,0.0022229122,0.0069843032,0.0033087027,0.0011405901,0.001007544,0.0016402168,0.0032707276,0.000303533,0.0019457982,0.38073707,0.54657584],"study_design_scores_gemma":[0.014722773,0.1363862,0.36458096,0.054698315,0.00049970596,0.00041524076,0.020374153,0.023235662,0.000019190204,0.015125499,0.36810532,0.0018369914],"about_ca_topic_score_codex":0.0003144547,"about_ca_topic_score_gemma":0.000085253836,"teacher_disagreement_score":0.5447389,"about_ca_system_score_codex":0.00036356543,"about_ca_system_score_gemma":0.00050047925,"threshold_uncertainty_score":0.7057174},"labels":[],"label_agreement":null},{"id":"W4411068309","doi":"10.3390/gidisord7020040","title":"Impact of Vascular Variations of Superior Mesenteric Artery During Complete Mesocolic Excision for Right Colon Cancer","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Superior mesenteric artery; Medicine; Colorectal cancer; Surgery; Cancer; Internal medicine","score_opus":0.013873089766505137,"score_gpt":0.31990036094479596,"score_spread":0.3060272711782908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411068309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993018,0.0002569984,0.004632157,0.00020853693,0.00006275641,0.0012196405,0.00017248312,0.0000292121,0.00040025325],"genre_scores_gemma":[0.99710155,0.0000532108,0.0023512926,0.000014239481,0.000018390247,0.00028374704,0.000043279426,0.000016935173,0.00011733733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988587,0.000046065878,0.00038422446,0.00025104854,0.0001907373,0.0002692369],"domain_scores_gemma":[0.99920166,0.00017411234,0.0001333192,0.00021413651,0.00019370361,0.00008308954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085675885,0.00018042116,0.00048213458,0.00019513827,0.00007821087,0.000006336901,0.000091297734,0.000030024928,0.00024061727],"category_scores_gemma":[0.00017901533,0.00014811967,0.0004592448,0.00041115878,0.00010539916,0.00005208571,0.000048110156,0.00009611686,0.0000019279078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041449885,0.0011707586,0.88595873,0.0007230326,0.0008004036,0.000016697157,0.00017901868,0.000672423,0.1020733,0.00011391901,0.00017314986,0.0039735674],"study_design_scores_gemma":[0.004475958,0.00142454,0.9904017,0.0009308726,0.00026563538,0.0000426224,0.000039115523,0.0016631285,0.0003764755,0.0001975326,0.00009619172,0.00008623736],"about_ca_topic_score_codex":0.00064604136,"about_ca_topic_score_gemma":0.00015441519,"teacher_disagreement_score":0.10444294,"about_ca_system_score_codex":0.00026257642,"about_ca_system_score_gemma":0.00021674056,"threshold_uncertainty_score":0.60401446},"labels":[],"label_agreement":null},{"id":"W4414593363","doi":"10.3390/gidisord7040062","title":"Keystone Species Restoration: Therapeutic Effects of Bifidobacterium infantis and Lactobacillus reuteri on Metabolic Regulation and Gut–Brain Axis Signaling—A Qualitative Systematic Review (QualSR)","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Disorders","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; St. Peter's Hospital","funders":"","keywords":"Lactobacillus reuteri; Keystone species; Microbiome; Bifidobacterium; Probiotic; Gut flora; Lactobacillus; Immune system","score_opus":0.008918929236358846,"score_gpt":0.2855916061161593,"score_spread":0.27667267687980046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414593363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461887,0.042833142,0.0057299733,0.0031957154,0.00009420291,0.001637073,0.000036794703,0.000023679053,0.00026071118],"genre_scores_gemma":[0.99343723,0.0039675706,0.00086589035,0.0010439747,0.000021337217,0.000048268597,0.000100275334,0.000015516645,0.0004999184],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99842775,0.0005399955,0.00043044903,0.00031262494,0.000104071514,0.00018508903],"domain_scores_gemma":[0.9991431,0.00019673778,0.00025014562,0.00025300906,0.00010560904,0.00005139398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016599,0.00020624069,0.0004574517,0.000093941846,0.00009583311,0.000022816015,0.0000859044,0.000051716255,0.000005694076],"category_scores_gemma":[0.0007116162,0.00017985878,0.00006409545,0.00017195802,0.00017206468,0.000009571266,0.000050887025,0.000098046214,0.0000018899528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014387631,0.00007586934,0.0011896687,0.078227215,0.00009658496,0.0000013096005,0.0006456483,0.000004618572,0.91693336,0.0017267462,0.00067381863,0.0002812826],"study_design_scores_gemma":[0.007099656,0.009812213,0.5621575,0.31639925,0.0018327236,0.00046821323,0.0062075215,0.0001381988,0.084519945,0.0029984612,0.006179486,0.0021868276],"about_ca_topic_score_codex":0.00003367063,"about_ca_topic_score_gemma":0.000035944446,"teacher_disagreement_score":0.83241343,"about_ca_system_score_codex":0.000013278548,"about_ca_system_score_gemma":0.000059893493,"threshold_uncertainty_score":0.73344284},"labels":[],"label_agreement":null}]}