{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"1f32f6f399c0","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Seyed Reza Fatemi","is_ca":true},{"name":"Behzad Hatami","is_ca":false},{"name":"Naghmeh Salarieh","is_ca":false},{"name":"Azam Farahani","is_ca":false},{"name":"Seyed Ali Fatemi","is_ca":true},{"name":"Sam Ali Zadeh","is_ca":true},{"name":"Mahsa Molaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01194176143322149,"gpt":0.2198862620410433,"spread":0.2079445006078218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003349176,0.0005238201,0.0008961451,0.0007918871,0.0001400123,0.00005868291,0.0001745571,0.00005854776,0.0004913824],"category_scores_gemma":[0.0008870402,0.0004671214,0.0003046541,0.001565202,0.0007279209,0.0002214669,0.0001142264,0.0004550519,0.00002983672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005246284,"about_ca_system_score_gemma":0.001513838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405204,"about_ca_topic_score_gemma":0.00107007,"domain_scores_codex":[0.9958785,0.0001866044,0.0008406541,0.001067006,0.0008728783,0.001154379],"domain_scores_gemma":[0.9977294,0.0002362139,0.0003765423,0.0007187919,0.0005046622,0.0004344258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008990324,0.003572418,0.972809,0.0001809359,0.00006807084,0.002137784,0.0002389253,0.00001942226,0.01558419,0.00003722634,0.002702951,0.001750014],"study_design_scores_gemma":[0.007024704,0.002724519,0.9622178,0.003688483,0.0003742594,0.01653133,0.00300508,0.0008281101,0.0009547884,0.00007375094,0.00195262,0.0006245404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994841,0.0007305039,0.0007183459,0.0004994475,0.0001940147,0.0005752644,0.00009328307,0.0001025356,0.002245638],"genre_scores_gemma":[0.9891449,0.00002181574,0.008357401,0.00007708219,0.00001638758,0.00005045667,0.0004077312,0.00007083586,0.001853431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146294,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary hyperparathyroidism; Medicine; Biopsy; Hyperparathyroidism; Disease; Pathology; Internal medicine; Gastroenterology","authors":[{"name":"Hugh James Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01080653286344731,"gpt":0.2630222244483097,"spread":0.2522156915848625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005237496,0.0002864633,0.0002600114,0.0008038042,0.0001730591,0.000400576,0.0002518219,0.00002571383,0.0003810581],"category_scores_gemma":[0.0006572998,0.0002519437,0.0002395466,0.001398723,0.000406463,0.0002859185,0.0001969763,0.0004139839,0.0007314131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199029,"about_ca_system_score_gemma":0.0006371195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008231623,"about_ca_topic_score_gemma":0.0000797932,"domain_scores_codex":[0.996917,0.00006755291,0.0003639729,0.0009448699,0.0008560554,0.0008505619],"domain_scores_gemma":[0.998398,0.0001021505,0.00003502682,0.0005608638,0.0001239528,0.00078001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004940449,0.007188412,0.2001334,0.007449229,0.0002614345,0.0152066,0.0008148159,0.0001857285,0.1378468,0.01323476,0.4729702,0.1397682],"study_design_scores_gemma":[0.004282597,0.0006688155,0.8313345,0.003908737,0.0003047775,0.0006322964,0.001151541,0.01721026,0.00009173527,0.002667566,0.1368155,0.0009316676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596556,0.003466906,0.0008744798,0.01609073,0.0007623909,0.001494602,0.0001176327,0.0004547776,0.01708293],"genre_scores_gemma":[0.9905972,0.0002550287,0.001356241,0.0002395116,0.00007467418,0.0001220437,0.0003379316,0.00004879971,0.00696855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6312011,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Crohn's disease; Lung; Medicine; Cavitation; Disease; Pathology; Internal medicine; Acoustics; Physics","authors":[{"name":"Hugh James Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00895621143303301,"gpt":0.25842841609945,"spread":0.249472204666417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003766027,0.0002561541,0.0002192123,0.0004872541,0.0002307964,0.0002512933,0.0001814487,0.00002469184,0.0001951337],"category_scores_gemma":[0.0007398626,0.0002126351,0.0001009306,0.001224184,0.0004808586,0.0003112098,0.00007613293,0.0004984785,0.00007537191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485963,"about_ca_system_score_gemma":0.0004891517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001807737,"about_ca_topic_score_gemma":0.0008273407,"domain_scores_codex":[0.9976155,0.00005432632,0.0003255398,0.0008406317,0.0005516954,0.0006123403],"domain_scores_gemma":[0.9987904,0.0002100379,0.0000503683,0.0004263001,0.0001062653,0.0004166444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001605383,0.001297927,0.9027072,0.00351984,0.00006393748,0.01598182,0.00490468,0.0003704997,0.006392486,0.001371959,0.0148765,0.04690773],"study_design_scores_gemma":[0.001321125,0.0002775652,0.9611392,0.01217461,0.00009850765,0.0009930069,0.001543409,0.02128229,0.00002365801,0.0004216522,0.0004265905,0.0002984209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99142,0.0008646718,0.0003769636,0.004577983,0.000281025,0.0006661817,0.00004273686,0.0002491123,0.001521366],"genre_scores_gemma":[0.9928079,0.000008256945,0.004701504,0.00009878358,0.00004944934,0.00006095731,0.0001120086,0.00005238612,0.002108729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05843193,"threshold_uncertainty_score":0.8671007,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Enteropathy; Gastroenterology; Medicine; Internal medicine","authors":[{"name":"Hugh James Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02121509139592213,"gpt":0.2570182052631835,"spread":0.2358031138672613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007256277,0.0002751088,0.000255834,0.0005769357,0.0004944217,0.0001186195,0.0003399975,0.00008090089,0.0003113794],"category_scores_gemma":[0.0008596593,0.0002380527,0.000209181,0.001377057,0.0004343368,0.0001306141,0.0001236181,0.0004903208,0.001424654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006312733,"about_ca_system_score_gemma":0.0002893318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000634239,"about_ca_topic_score_gemma":0.0001209392,"domain_scores_codex":[0.997394,0.00006997352,0.00041316,0.0007319421,0.0005956611,0.0007952422],"domain_scores_gemma":[0.9985811,0.000112537,0.0001393983,0.0005939294,0.0001383818,0.000434712],"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":[0.000630591,0.002355067,0.3064499,0.0005582665,0.0002626058,0.0006315661,0.002929213,0.0001418926,0.4463443,0.0006929395,0.1768433,0.0621604],"study_design_scores_gemma":[0.007618806,0.001533072,0.9132344,0.001541493,0.000434937,0.002216831,0.007275281,0.01967955,0.001470254,0.002583688,0.04126253,0.001149203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781095,0.00007181032,0.0005929334,0.009852095,0.001147316,0.0005084183,0.00001453108,0.0006855096,0.009017932],"genre_scores_gemma":[0.9924161,0.00004142008,0.0009860798,0.0002395837,0.00005888577,0.00004222938,0.0003275384,0.00004687356,0.005841327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067845,"threshold_uncertainty_score":0.9993529,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Biopsy; Medicine; Adenocarcinoma; Disease; Gastroenterology; Internal medicine; Pathology; Cancer","authors":[{"name":"Hugh James Freeman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02244996295264352,"gpt":0.2821112733760841,"spread":0.2596613104234406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008864081,0.0003011801,0.0002889359,0.001174952,0.0002682572,0.0002063966,0.0003557986,0.00002446669,0.0004227731],"category_scores_gemma":[0.002128576,0.0002840723,0.0002144969,0.002737728,0.0005170657,0.0002020398,0.000355838,0.0003948242,0.001070215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403501,"about_ca_system_score_gemma":0.0004392221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104681,"about_ca_topic_score_gemma":0.0001237517,"domain_scores_codex":[0.9964322,0.00009082854,0.0004124781,0.0009274209,0.0009577854,0.001179296],"domain_scores_gemma":[0.9979634,0.0001490432,0.00007730529,0.000682666,0.0001505439,0.0009769973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057757,0.0009430215,0.9335302,0.0005124835,0.00002539951,0.00268397,0.0001103241,0.00009577375,0.008612602,0.0006029438,0.04276611,0.009059427],"study_design_scores_gemma":[0.001656389,0.0002509532,0.9824289,0.0006275038,0.00005303173,0.0001722626,0.0006923342,0.006791693,0.00002594719,0.001083995,0.005961125,0.0002558535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854144,0.000254543,0.000273822,0.009705884,0.0003082414,0.001019908,0.00004362807,0.0004134049,0.002566193],"genre_scores_gemma":[0.9929976,0.00004385363,0.001051932,0.0001010365,0.00005393847,0.000124799,0.0004390429,0.00004445491,0.005143348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04889872,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}