{"meta":{"query_hash":"1f32f6f399c0","filters":{"venue":"Acta Scientific Gastrointestinal Disorders"},"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/1f32f6f399c0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acta+Scientific+Gastrointestinal+Disorders"},"results":[{"id":"W3175870404","doi":"10.31080/asgis.2021.04.0273","title":"Large Gastritis Cystica Polyposa Treated with EMR Polypectomy in Patient without History of Gastric Surgery","year":2021,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Gastrointestinal disorders and treatments","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","funders":"","keywords":"Polypectomy; Medicine; Gastritis; Gastric Polyp; General surgery; Surgery; Stomach; Gastroenterology; Internal medicine; Endoscopy; Colonoscopy; Cancer; Colorectal cancer","score_opus":0.011941761433221485,"score_gpt":0.2198862620410433,"score_spread":0.20794450060782182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175870404","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":[0.994841,0.00073050393,0.00071834587,0.00049944746,0.00019401475,0.0005752644,0.000093283066,0.00010253563,0.0022456378],"genre_scores_gemma":[0.98914486,0.000021815737,0.008357401,0.00007708219,0.000016387581,0.00005045667,0.00040773125,0.00007083586,0.0018534313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587846,0.00018660445,0.00084065413,0.0010670058,0.0008728783,0.0011543789],"domain_scores_gemma":[0.99772936,0.00023621386,0.0003765423,0.0007187919,0.00050466217,0.00043442583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003349176,0.0005238201,0.0008961451,0.00079188705,0.00014001229,0.00005868291,0.00017455706,0.000058547757,0.00049138244],"category_scores_gemma":[0.00088704017,0.0004671214,0.00030465407,0.0015652018,0.00072792085,0.00022146691,0.00011422639,0.00045505192,0.000029836723],"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":[0.0008990324,0.0035724177,0.972809,0.00018093588,0.00006807084,0.0021377841,0.00023892532,0.00001942226,0.01558419,0.000037226342,0.0027029507,0.001750014],"study_design_scores_gemma":[0.0070247045,0.0027245188,0.9622178,0.0036884835,0.00037425937,0.016531331,0.00300508,0.00082811015,0.0009547884,0.00007375094,0.0019526202,0.0006245404],"about_ca_topic_score_codex":0.000405204,"about_ca_topic_score_gemma":0.0010700704,"teacher_disagreement_score":0.014629402,"about_ca_system_score_codex":0.00052462844,"about_ca_system_score_gemma":0.0015138376,"threshold_uncertainty_score":0.99977803},"labels":[],"label_agreement":null},{"id":"W4319603665","doi":"10.31080/asgis.2023.06.0512","title":"Intestinal Adenocarcinoma in Biopsy-Defined Celiac Disease","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Celiac Disease Research and Management","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":"University of British Columbia","funders":"","keywords":"Biopsy; Medicine; Adenocarcinoma; Disease; Gastroenterology; Internal medicine; Pathology; Cancer","score_opus":0.022449962952643523,"score_gpt":0.2821112733760841,"score_spread":0.2596613104234406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319603665","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":[0.9854144,0.00025454297,0.00027382196,0.009705884,0.00030824143,0.001019908,0.00004362807,0.0004134049,0.0025661928],"genre_scores_gemma":[0.9929976,0.000043853634,0.0010519325,0.000101036516,0.00005393847,0.000124799,0.00043904287,0.00004445491,0.005143348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964322,0.00009082854,0.00041247814,0.00092742086,0.0009577854,0.0011792963],"domain_scores_gemma":[0.9979634,0.00014904319,0.00007730529,0.00068266597,0.00015054393,0.0009769973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008864081,0.0003011801,0.00028893593,0.001174952,0.0002682572,0.00020639661,0.0003557986,0.00002446669,0.00042277307],"category_scores_gemma":[0.0021285757,0.00028407233,0.00021449695,0.0027377284,0.0005170657,0.00020203982,0.000355838,0.00039482416,0.0010702153],"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":[0.0010577574,0.0009430215,0.9335302,0.0005124835,0.000025399513,0.00268397,0.00011032411,0.00009577375,0.008612602,0.0006029438,0.04276611,0.009059427],"study_design_scores_gemma":[0.0016563886,0.00025095325,0.9824289,0.0006275038,0.000053031727,0.00017226263,0.0006923342,0.006791693,0.000025947187,0.0010839952,0.005961125,0.00025585355],"about_ca_topic_score_codex":0.000110468056,"about_ca_topic_score_gemma":0.0001237517,"teacher_disagreement_score":0.048898723,"about_ca_system_score_codex":0.00014035012,"about_ca_system_score_gemma":0.00043922206,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W4388414160","doi":"10.31080/asgis.2023.06.0573","title":"Medication-Induced Small Bowel Enteropathy","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Potassium and Related Disorders","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":"University of British Columbia","funders":"","keywords":"Enteropathy; Gastroenterology; Medicine; Internal medicine","score_opus":0.021215091395922134,"score_gpt":0.2570182052631835,"score_spread":0.23580311386726133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388414160","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":[0.9781095,0.00007181032,0.0005929334,0.009852095,0.0011473158,0.0005084183,0.000014531082,0.00068550964,0.009017932],"genre_scores_gemma":[0.9924161,0.000041420077,0.0009860798,0.0002395837,0.000058885766,0.00004222938,0.00032753844,0.000046873563,0.0058413274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997394,0.000069973525,0.00041316004,0.0007319421,0.00059566105,0.0007952422],"domain_scores_gemma":[0.99858105,0.00011253701,0.00013939828,0.00059392944,0.00013838185,0.00043471204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007256277,0.00027510885,0.00025583405,0.0005769357,0.0004944217,0.0001186195,0.0003399975,0.000080900885,0.00031137938],"category_scores_gemma":[0.0008596593,0.0002380527,0.00020918099,0.0013770572,0.00043433683,0.00013061406,0.00012361811,0.00049032085,0.0014246544],"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":[0.000630591,0.0023550668,0.30644986,0.00055826653,0.00026260584,0.0006315661,0.0029292132,0.00014189264,0.44634426,0.0006929395,0.17684332,0.062160403],"study_design_scores_gemma":[0.007618806,0.0015330724,0.91323435,0.0015414928,0.00043493704,0.0022168308,0.007275281,0.019679554,0.0014702537,0.002583688,0.041262534,0.0011492028],"about_ca_topic_score_codex":0.0000634239,"about_ca_topic_score_gemma":0.00012093921,"teacher_disagreement_score":0.60678446,"about_ca_system_score_codex":0.00006312733,"about_ca_system_score_gemma":0.0002893318,"threshold_uncertainty_score":0.9993529},"labels":[],"label_agreement":null},{"id":"W4390582545","doi":"10.31080/asgis.2024.07.0594","title":"Primary Hyperparathyroidism in Biopsy-Defined Adult Celiac Disease","year":2024,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Celiac Disease Research and Management","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":"University of British Columbia","funders":"","keywords":"Primary hyperparathyroidism; Medicine; Biopsy; Hyperparathyroidism; Disease; Pathology; Internal medicine; Gastroenterology","score_opus":0.01080653286344731,"score_gpt":0.26302222444830975,"score_spread":0.25221569158486246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390582545","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":[0.9596556,0.0034669058,0.00087447977,0.01609073,0.0007623909,0.0014946016,0.000117632684,0.00045477765,0.017082926],"genre_scores_gemma":[0.99059725,0.00025502875,0.0013562408,0.00023951162,0.00007467418,0.00012204367,0.00033793165,0.00004879971,0.0069685504],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996917,0.00006755291,0.00036397285,0.0009448699,0.0008560554,0.0008505619],"domain_scores_gemma":[0.998398,0.00010215053,0.000035026824,0.00056086376,0.00012395278,0.00078001],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052374956,0.0002864633,0.00026001138,0.0008038042,0.00017305913,0.00040057595,0.00025182188,0.000025713834,0.0003810581],"category_scores_gemma":[0.0006572998,0.0002519437,0.00023954663,0.0013987229,0.00040646296,0.00028591848,0.00019697628,0.00041398391,0.00073141314],"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":[0.0049404493,0.0071884124,0.20013335,0.0074492292,0.0002614345,0.015206604,0.00081481587,0.00018572852,0.13784683,0.013234759,0.47297016,0.13976824],"study_design_scores_gemma":[0.0042825965,0.0006688155,0.8313345,0.003908737,0.0003047775,0.00063229643,0.0011515414,0.017210262,0.00009173527,0.002667566,0.13681552,0.00093166763],"about_ca_topic_score_codex":0.00008231623,"about_ca_topic_score_gemma":0.0000797932,"teacher_disagreement_score":0.63120115,"about_ca_system_score_codex":0.00019902897,"about_ca_system_score_gemma":0.00063711946,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W4399684649","doi":"10.31080/asgis.2024.07.0630","title":"Cavitating Lung Lesions in Adults with Crohn’s Disease","year":2024,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Eosinophilic Esophagitis","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":"University of British Columbia","funders":"","keywords":"Crohn's disease; Lung; Medicine; Cavitation; Disease; Pathology; Internal medicine; Acoustics; Physics","score_opus":0.00895621143303301,"score_gpt":0.25842841609945,"score_spread":0.24947220466641698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399684649","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":[0.99142,0.00086467183,0.00037696355,0.0045779827,0.000281025,0.0006661817,0.000042736865,0.0002491123,0.0015213661],"genre_scores_gemma":[0.9928079,0.000008256945,0.004701504,0.00009878358,0.00004944934,0.000060957314,0.000112008565,0.000052386124,0.0021087292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761546,0.000054326323,0.00032553985,0.00084063166,0.0005516954,0.00061234034],"domain_scores_gemma":[0.9987904,0.00021003789,0.000050368304,0.0004263001,0.000106265295,0.00041664444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037660266,0.00025615413,0.0002192123,0.0004872541,0.00023079642,0.00025129333,0.00018144869,0.000024691843,0.00019513373],"category_scores_gemma":[0.00073986256,0.00021263509,0.00010093056,0.0012241836,0.0004808586,0.00031120985,0.00007613293,0.0004984785,0.00007537191],"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":[0.0016053828,0.0012979273,0.9027072,0.0035198398,0.000063937485,0.015981816,0.0049046804,0.0003704997,0.006392486,0.0013719588,0.014876499,0.04690773],"study_design_scores_gemma":[0.001321125,0.00027756515,0.9611392,0.012174605,0.000098507655,0.0009930069,0.0015434086,0.021282285,0.000023658014,0.00042165222,0.0004265905,0.0002984209],"about_ca_topic_score_codex":0.0001807737,"about_ca_topic_score_gemma":0.0008273407,"teacher_disagreement_score":0.05843193,"about_ca_system_score_codex":0.00014859626,"about_ca_system_score_gemma":0.0004891517,"threshold_uncertainty_score":0.8671007},"labels":[],"label_agreement":null}]}