{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"8fe70f099d11","filters":{"venue":"Koloproktologia"}},"results":[{"id":"W2950136961","doi":"10.33878/2073-7556-2016-0-3-48-54","title":"DIAGNOSIS AND CONSERVATIVE TREATMENT OF FUNCTIONAL DISORDERS OF DEFECATION","year":2016,"lang":"en","type":"article","venue":"Koloproktologia","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dyssynergia; Defecation; Medicine; Biofeedback; Pelvic floor; Defecography; Constipation; Functional constipation; Anorectal manometry; Obstructed defecation; Physical therapy; Surgery; Sphincter","authors":[{"name":"O. U. Fomenko","is_ca":false},{"name":"Andrei Titov","is_ca":false},{"name":"O. M. Birukov","is_ca":false},{"name":"А. А. Мудров","is_ca":false},{"name":"С. В. Белоусова","is_ca":false},{"name":"Д. В. Егорова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03862175930031821,"gpt":0.2682288346179462,"spread":0.2296070753176279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973949,0.0003200706,0.000760546,0.0005652076,0.0005768217,0.0002139885,0.0001815636,0.0004146031,0.003582631],"category_scores_gemma":[0.00100325,0.0002004897,0.0004070057,0.0003191421,0.0003055132,0.0001513949,0.0002981051,0.0002810463,0.0005503217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286885,"about_ca_system_score_gemma":0.0004821118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005004,"about_ca_topic_score_gemma":0.001141407,"domain_scores_codex":[0.9997854,0.00003849857,0.0000241237,0.00003039464,0.00004262005,0.00007899891],"domain_scores_gemma":[0.9997154,0.00006973521,0.00005140952,0.00002194565,0.00002028911,0.0001212393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009895332,0.00570268,0.8728555,0.0004997583,0.0001837001,0.01152818,0.0007288519,0.000306071,0.006860169,0.0002175382,0.001376876,0.08984529],"study_design_scores_gemma":[0.00121262,0.01592135,0.9556316,0.00008760991,0.000115821,0.02045324,0.0005708048,0.0003842486,0.001095603,0.0001139106,0.004381538,0.00003170205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9955745,0.00188889,0.0001776483,0.0000508898,0.0000342134,0.0001672532,0.0001946622,0.000009599583,0.001902368],"genre_scores_gemma":[0.9969724,0.0009661342,0.0004458797,0.0001764783,0.00008703388,0.0001825907,0.0004638667,0.000002973373,0.0007026578],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003582631,"threshold_uncertainty_score":0.01198506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993842370","doi":"10.33878/2073-7556-2019-18-4-139-150","title":"CAN FLUORESCENT ANGIOGRAPHY REDUCE THE LEAK RATE OF COLONIC ANASTOMOSES? (a meta-analysis)","year":2019,"lang":"en","type":"article","venue":"Koloproktologia","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Meta-analysis; Randomized controlled trial; Odds ratio; Angiography; Leak; Colorectal cancer; Indocyanine green; Radiology; Surgery; Internal medicine; Cancer","authors":[{"name":"М. В. Алексеев","is_ca":false},{"name":"Yu. A. Shelygin","is_ca":false},{"name":"Е. Г. Рыбаков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05490644980910321,"gpt":0.3114244429920431,"spread":0.2565179931829399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01163177,0.002490776,0.01518934,0.003741339,0.0005327673,0.002814968,0.001608565,0.002990735,0.00484403],"category_scores_gemma":[0.02098259,0.001463865,0.0524841,0.003255758,0.0005999468,0.001436263,0.0009842432,0.001894748,0.0004353228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548867,"about_ca_system_score_gemma":0.001285449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828148,"about_ca_topic_score_gemma":0.005592125,"domain_scores_codex":[0.9933767,0.003287187,0.001572647,0.0008967287,0.0005820097,0.0002848128],"domain_scores_gemma":[0.9892669,0.007322324,0.001993871,0.000551755,0.0006720152,0.000193216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008803717,0.00005082802,0.005668686,0.09564719,0.8818318,0.0001027926,0.00003388932,0.0003508254,0.0002799306,0.00007306863,0.0003509589,0.006806298],"study_design_scores_gemma":[0.001551494,0.0004046647,0.003528157,0.003524962,0.9900494,0.00005868583,0.00001419828,0.0001698717,0.00009843599,0.0001016817,0.0004855097,0.00001295659],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02230472,0.9735571,0.001458232,0.0005330751,0.0005124004,0.0004337941,0.0007100176,0.00007670866,0.0004140001],"genre_scores_gemma":[0.6273941,0.3623635,0.004266533,0.001598274,0.001036329,0.001403334,0.001018515,0.00006191704,0.0008575683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518934,"threshold_uncertainty_score":0.06151545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404338070","doi":"10.33878/2073-7556-2024-23-4-65-73","title":"Late results of surgery for pilonidal disease with an assessment of the cosmetic effect after various options for wound closure","year":2024,"lang":"en","type":"article","venue":"Koloproktologia","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pilonidal disease; Medicine; Wound closure; Closure (psychology); Surgery; Wound healing","authors":[{"name":"M. I. Lukashevich","is_ca":false},{"name":"В. В. Половинкин","is_ca":false},{"name":"Denis V. Shcherbakov","is_ca":false},{"name":"Sergey Barkhatov","is_ca":false},{"name":"А. М. Мануйлов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02161697070902766,"gpt":0.339432626119012,"spread":0.3178156554099844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007993071,0.000475701,0.0005081376,0.0008254542,0.0002564983,0.0004071987,0.0002968917,0.0003685417,0.001131396],"category_scores_gemma":[0.001393776,0.00015711,0.0006178978,0.0005110847,0.0001926517,0.0003527433,0.0003633616,0.0002606997,0.0001775425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140214,"about_ca_system_score_gemma":0.0001693612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467789,"about_ca_topic_score_gemma":0.0006153021,"domain_scores_codex":[0.9996001,0.0001152599,0.00005144607,0.00006260147,0.00009908037,0.00007152135],"domain_scores_gemma":[0.9981461,0.000263977,0.001104256,0.0001023152,0.0001686814,0.0002146801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000714443,0.0001289177,0.9924601,0.0000444853,0.00006649881,0.0003497491,0.00004062135,0.00003134338,0.0006348994,0.000005157357,0.0000434609,0.005480398],"study_design_scores_gemma":[0.00002293525,0.001149212,0.9962554,0.00001015233,0.00007324924,0.001912648,0.00007870444,0.00007689644,0.0002633707,0.000008310836,0.000143318,0.000005696445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990915,0.0005678753,0.00009246828,0.000008969031,0.000005455927,0.00001033626,0.00008640315,0.000002505129,0.0001344301],"genre_scores_gemma":[0.9993691,0.0001540929,0.0001056008,0.00001178721,0.00001707099,0.00001078779,0.0001983131,0.000001493941,0.000131927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001131396,"threshold_uncertainty_score":0.004227221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}