{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"7fcadf2666b7","filters":{"venue":"The Ukrainian Journal of Clinical Surgery"}},"results":[{"id":"W4405736070","doi":"10.26779/2786-832x.2024.6.23","title":"Malnutrition syndrome as a prognostic risk factor for intestinal suture failure in elderly and senile patients with gastric and duodenal ulcer perforation","year":2024,"lang":"en","type":"article","venue":"The Ukrainian Journal of Clinical Surgery","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":1,"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; Malnutrition; Risk factor; Fibrous joint; Gastroenterology; Surgery; Duodenum; Internal medicine; General surgery","authors":[{"name":"M. B. Danyliuk","is_ca":false},{"name":"М. А. Кубрак","is_ca":false},{"name":"Ю. О. Чемерис","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02648926557755847,"gpt":0.3108938182109499,"spread":0.2844045526333914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004288832,0.0002869036,0.0003709936,0.0008535957,0.0003318404,0.0003392001,0.0001273862,0.0003435732,0.001564523],"category_scores_gemma":[0.00215136,0.0001994747,0.0003605636,0.0004816917,0.0002667023,0.0003295188,0.0003549388,0.0003911611,0.0001846097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007924899,"about_ca_system_score_gemma":0.0001838063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292264,"about_ca_topic_score_gemma":0.0008153885,"domain_scores_codex":[0.9997628,0.00008671455,0.00002848546,0.00003356692,0.00004594386,0.0000425341],"domain_scores_gemma":[0.9990025,0.0002509808,0.0003797615,0.0000373312,0.00006562617,0.0002638452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001512754,0.00001792296,0.9986733,0.000005220326,0.00002415107,0.0002202121,0.00002306011,0.00002008444,0.0001086923,0.000004183943,0.00002018656,0.0007316148],"study_design_scores_gemma":[0.000009065503,0.0002673948,0.997794,0.000005548183,0.00002828166,0.001502838,0.0001337402,0.0001505913,0.00003346777,0.0000141415,0.00005730678,0.000003625131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995043,0.0002827935,0.00003558357,0.0000207441,0.000003870818,0.000002395439,0.0000224037,0.000001009289,0.000126897],"genre_scores_gemma":[0.9997918,0.00008304577,0.00003917309,0.000007612395,0.00001205846,0.000002127274,0.00003215595,3.469799e-7,0.00003177666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564523,"threshold_uncertainty_score":0.005233884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411229896","doi":"10.26779/2786-832x.2025.3.62","title":"Artificial intelligence and radiological diagnostics in hepatology","year":2025,"lang":"en","type":"article","venue":"The Ukrainian Journal of Clinical Surgery","topic":"Radiomics and Machine Learning in Medical Imaging","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":"Education and Early Childhood Development","funders":"","keywords":"Hepatology; Radiological weapon; Internal medicine; Medicine; Medical physics; Radiology","authors":[{"name":"M. M. Kolotilov","is_ca":true},{"name":"V. V. Solodushchenko","is_ca":true},{"name":"B.A. Tarasyuk","is_ca":true},{"name":"В.С. Березенко","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1097905487752614,"gpt":0.4282323022317922,"spread":0.3184417534565308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346766,0.000184042,0.000319897,0.001566404,0.0003493155,0.001983468,0.0002876584,0.0006963873,0.001381614],"category_scores_gemma":[0.00367648,0.00007433948,0.0002192864,0.001037703,0.001802412,0.0008935218,0.0006104236,0.0008208171,0.0001884528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003427,"about_ca_system_score_gemma":0.002072274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744956,"about_ca_topic_score_gemma":0.003190872,"domain_scores_codex":[0.9989408,0.0006412959,0.00008148793,0.00006409452,0.0002001851,0.00007225437],"domain_scores_gemma":[0.9972121,0.001901589,0.0003270658,0.00008648448,0.0003489792,0.000123752],"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":[0.000262801,0.0004896447,0.05932496,0.001938654,0.0002614055,0.00183178,0.002563934,0.01201717,0.001531917,0.3464797,0.01775126,0.5555468],"study_design_scores_gemma":[0.00006362485,0.0004929358,0.1438563,0.002740093,0.0001857106,0.004557048,0.004270829,0.03398665,0.001683316,0.595933,0.2121019,0.000128561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2153858,0.5203218,0.02983262,0.08902898,0.001744368,0.0000880758,0.0002851767,0.0001292316,0.143184],"genre_scores_gemma":[0.9050705,0.08017967,0.006484017,0.001807642,0.001138227,0.00003818854,0.00007923412,0.000009779412,0.005192806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004744956,"threshold_uncertainty_score":0.01453596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}