{"meta":{"query_hash":"0aa02a5578aa","filters":{"venue":"GastroHep"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/0aa02a5578aa","api":"https://metacan.xera.ac/api/v1/cohort?venue=GastroHep"},"results":[{"id":"W3157222759","doi":"10.1002/ygh2.457","title":"Diagnostic accuracy of patient‐reported outcomes in predicting endoscopic subscore in patients with ulcerative colitis","year":2021,"lang":"en","type":"article","venue":"GastroHep","topic":"Inflammatory Bowel Disease","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Ulcerative colitis; Tofacitinib; Placebo; Disease","score_opus":0.004807310659923439,"score_gpt":0.22096150699918424,"score_spread":0.2161541963392608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157222759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674857,0.0009085599,0.00045977448,0.00020026155,0.0000443427,0.00002670551,0.0006748088,0.000017266726,0.0009197126],"genre_scores_gemma":[0.999067,0.000097377495,0.00028256173,0.00003313295,0.000031149102,0.000015147714,0.0004220042,0.0000022586682,0.000049360937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676716,0.0016971164,0.00041679226,0.00048182622,0.00039250817,0.00024463484],"domain_scores_gemma":[0.98291206,0.009630296,0.004327511,0.0009769695,0.000992739,0.0011604755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070581255,0.0007186346,0.0008339058,0.0018288288,0.0003418141,0.0011928373,0.0006140352,0.001142566,0.0015751685],"category_scores_gemma":[0.0166595,0.00023141444,0.001114536,0.0009928051,0.0005410884,0.00084368273,0.0010305336,0.00089549186,0.00036981943],"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":[0.00069526944,0.000049432798,0.9963766,0.00001929818,0.00010103013,0.000020477908,0.000016499509,0.0001317312,0.000074700336,0.000013447553,0.0000885008,0.0024129816],"study_design_scores_gemma":[0.00006421486,0.000632202,0.9949275,0.000026382491,0.00019102194,0.0002863633,0.00008238143,0.0031867581,0.00019408173,0.00020552457,0.00018800823,0.000015548341],"about_ca_topic_score_codex":0.0005770607,"about_ca_topic_score_gemma":0.0009305865,"teacher_disagreement_score":0.0070581255,"about_ca_system_score_codex":0.0002642119,"about_ca_system_score_gemma":0.000300547,"threshold_uncertainty_score":0.03732741},"labels":[],"label_agreement":null},{"id":"W3157248451","doi":"10.1002/ygh2.458","title":"Liver disease symptoms are associated with higher risk of adverse clinical outcomes: A longitudinal study of North American adults with chronic Hepatitis B","year":2021,"lang":"en","type":"article","venue":"GastroHep","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; Baylor University Medical Center; National Institutes of Health; University of Toronto; Saint Louis University; National Center for Research Resources; Baylor University; National Institute of Diabetes and Digestive and Kidney Diseases; University of Minnesota; National Institute on Alcohol Abuse and Alcoholism; Eli Lilly and Company","keywords":"Medicine; Internal medicine; Cohort; Hepatocellular carcinoma; Cirrhosis; Decompensation; Adverse effect; Longitudinal study; Cohort study; Liver transplantation; Liver disease; Hepatitis C; Transplantation; Pathology","score_opus":0.028862547697021294,"score_gpt":0.32200165333738656,"score_spread":0.29313910564036527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157248451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993339,0.000117020056,0.000039729675,0.00008838016,0.0000062028585,0.0000065739064,0.00025857688,0.00000194673,0.00014765518],"genre_scores_gemma":[0.99922824,0.00007812394,0.000068833695,0.000057827958,0.000009380485,0.000015690968,0.00038669398,0.0000015835366,0.00015367394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952877,0.00017643056,0.000035130277,0.00010628821,0.00007348123,0.00007984317],"domain_scores_gemma":[0.99868566,0.00015123871,0.00048515154,0.00014128303,0.00020243421,0.0003343227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010434486,0.00026319316,0.00027954363,0.00046358004,0.00079303695,0.00067062466,0.00039041345,0.0005833783,0.0011902892],"category_scores_gemma":[0.0017934999,0.000465098,0.00046051174,0.00077829626,0.00030140037,0.00056501554,0.0005246284,0.0010325197,0.00024468053],"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":[0.00005931208,0.000046112757,0.9992459,0.000002753307,0.000032659947,0.000025516036,0.00013300162,0.000009374318,0.0000703944,0.0000051754996,0.000091054055,0.0002787729],"study_design_scores_gemma":[0.000007183071,0.000042434778,0.9994479,0.00000439215,0.000015131134,0.000053632717,0.00023588382,0.000089759844,0.000009406459,0.000008823994,0.00008373226,0.0000017347642],"about_ca_topic_score_codex":0.020060424,"about_ca_topic_score_gemma":0.021306092,"teacher_disagreement_score":0.020060424,"about_ca_system_score_codex":0.00036679162,"about_ca_system_score_gemma":0.00054891384,"threshold_uncertainty_score":0.03988731},"labels":[],"label_agreement":null},{"id":"W4282937022","doi":"10.1155/2022/5065478","title":"Safety, Tolerability, Pharmacokinetics, and Efficacy of Terlipressin Delivered by Continuous Intravenous Infusion in Patients with Cirrhosis and Refractory Ascites","year":2022,"lang":"en","type":"article","venue":"GastroHep","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Terlipressin; Medicine; Tolerability; Ascites; Cirrhosis; Hepatorenal syndrome; Pharmacokinetics; Paracentesis; Adverse effect; Portal hypertension; Anesthesia; Gastroenterology; Internal medicine","score_opus":0.003652201293101012,"score_gpt":0.20765803067331295,"score_spread":0.20400582938021194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282937022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99890375,0.0006289659,0.0001265586,0.000042730582,0.0000074993036,0.000053306565,0.00003576336,0.000008432908,0.00019303644],"genre_scores_gemma":[0.9992298,0.00022304428,0.0002073647,0.00008459681,0.000026384416,0.000056505058,0.00008020005,0.0000021489907,0.00008999642],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99975914,0.00012492768,0.000018065843,0.000029870538,0.000030159845,0.000037804864],"domain_scores_gemma":[0.99926597,0.00020672595,0.00023605218,0.000040947256,0.000033801258,0.0002164786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694972,0.00039763725,0.0007360318,0.00013965045,0.0002073508,0.00047307357,0.00014726598,0.00030166341,0.0005941746],"category_scores_gemma":[0.0010925329,0.00015342949,0.00034892594,0.00016218911,0.00029091205,0.00025049562,0.00012958646,0.0007193225,0.0001783599],"study_design_candidate":"nonrandomized_trial","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":[0.40364474,0.021228317,0.10769997,0.0007507647,0.0009823497,0.0018686388,0.0007329551,0.0036541158,0.14643674,0.00020080442,0.0019255698,0.3108751],"study_design_scores_gemma":[0.09520389,0.67794114,0.20318516,0.00008246588,0.00057215383,0.002574011,0.00022748778,0.0052606855,0.01177635,0.00016888464,0.002954686,0.000053076823],"about_ca_topic_score_codex":0.00026912868,"about_ca_topic_score_gemma":0.00040915635,"teacher_disagreement_score":0.0007360318,"about_ca_system_score_codex":0.00032489953,"about_ca_system_score_gemma":0.00036954065,"threshold_uncertainty_score":0.0035406947},"labels":[],"label_agreement":null},{"id":"W4311440770","doi":"10.1155/2022/2307486","title":"Green Tea Consumption Is Increasing but There Are Significant Hepatic Side Effects","year":2022,"lang":"en","type":"article","venue":"GastroHep","topic":"Tea Polyphenols and Effects","field":"Medicine","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":"University of Toronto","funders":"","keywords":"Medicine; Discontinuation; Traditional medicine; Liver injury; Herbal tea; Green tea; Asymptomatic; Pharmacology; Surgery; Food science","score_opus":0.016036680529838594,"score_gpt":0.24669784545256537,"score_spread":0.23066116492272679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311440770","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06939406,0.8767952,0.0021256944,0.0124830855,0.001246224,0.00013111412,0.0029509515,0.00034049727,0.034533195],"genre_scores_gemma":[0.3192397,0.64406073,0.0029963285,0.00790062,0.0016920783,0.0001438073,0.0026730394,0.000119464916,0.021174148],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99966764,0.00007010275,0.000048317805,0.00007346691,0.00010030394,0.000040164472],"domain_scores_gemma":[0.9994553,0.0001764302,0.00016150081,0.00003767286,0.00012804443,0.00004101239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496582,0.00027078905,0.0006609616,0.0008547002,0.0003852847,0.0008375567,0.00033796395,0.0005786491,0.0105396835],"category_scores_gemma":[0.00094665936,0.00012330072,0.00092910737,0.0014431615,0.0002780506,0.0007667793,0.00057791686,0.00090146903,0.0019716497],"study_design_candidate":"observational","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":[0.00080197694,0.0002967052,0.02892768,0.018003989,0.0006743326,0.0055518253,0.0007572356,0.00016571906,0.016303217,0.0034523618,0.033232052,0.891833],"study_design_scores_gemma":[0.0000956742,0.00049219164,0.12689048,0.0036216716,0.000971833,0.021231508,0.0012513995,0.0001459528,0.0057990085,0.0035039233,0.8359207,0.00007562362],"about_ca_topic_score_codex":0.001220586,"about_ca_topic_score_gemma":0.0020072574,"teacher_disagreement_score":0.0105396835,"about_ca_system_score_codex":0.00035353584,"about_ca_system_score_gemma":0.000407942,"threshold_uncertainty_score":0.03525877},"labels":[],"label_agreement":null},{"id":"W4399507029","doi":"10.1155/2024/3686618","title":"High Technical Success Rate of Endoscopic Balloon Dilatation Reduces Surgical Requirement for Patients With Stricturing Crohn’s Disease","year":2024,"lang":"en","type":"article","venue":"GastroHep","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","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":"Crohn's disease; Balloon dilatation; Medicine; Balloon; Surgery; Radiology; Disease; Internal medicine","score_opus":0.00578569465843941,"score_gpt":0.23781624480475952,"score_spread":0.2320305501463201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399507029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861157,0.00052731356,0.00012060794,0.00011706156,0.000008120724,0.0000056679464,0.00006880394,0.0000057066723,0.00053516513],"genre_scores_gemma":[0.9995328,0.00014524818,0.000114933864,0.000019922745,0.000018087108,0.0000034861737,0.00008219234,0.0000025156469,0.000080751706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939466,0.00016337018,0.00008823949,0.00009841021,0.00016848826,0.000086780135],"domain_scores_gemma":[0.9928121,0.0020103792,0.0036249426,0.00029787867,0.00038129755,0.0008734296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012386993,0.00017333544,0.00027775383,0.0005049163,0.00030802193,0.00055915746,0.00028631993,0.0004088639,0.002032919],"category_scores_gemma":[0.010014894,0.000143473,0.0005058265,0.00045187562,0.00026428598,0.00044168578,0.0004714336,0.00052839174,0.00038437103],"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":[0.000071405906,0.000023781558,0.99633765,0.000013564532,0.00002855837,0.000101329744,0.00003804478,0.000032123036,0.00013610971,0.00000819416,0.00007770592,0.0031315382],"study_design_scores_gemma":[0.0000047515337,0.00012262737,0.9988894,0.000007883164,0.000018706565,0.0005560265,0.00006718163,0.00014060906,0.000060273334,0.000014042044,0.00011617103,0.0000024028398],"about_ca_topic_score_codex":0.00065247907,"about_ca_topic_score_gemma":0.0011549437,"teacher_disagreement_score":0.002032919,"about_ca_system_score_codex":0.00020767745,"about_ca_system_score_gemma":0.00032444234,"threshold_uncertainty_score":0.0068007708},"labels":[],"label_agreement":null}]}