{"meta":{"query_hash":"44f390b594a9","filters":{"venue":"Obstetrics Gynecology and Reproduction"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/44f390b594a9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Obstetrics+Gynecology+and+Reproduction"},"results":[{"id":"W2556554913","doi":"10.17749/2313-7347.2016.10.2.070-076","title":"SURROGACY – LEGAL AND BIOETHICAL ISSUES","year":2016,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Bioethics; Legislation; Context (archaeology); Medicine; Russian federation; Law; Political science; Sociology","score_opus":0.027968321032298616,"score_gpt":0.23961666499427478,"score_spread":0.21164834396197615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556554913","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":[0.90012556,0.012724984,0.001914292,0.03392378,0.005324704,0.00032098615,0.000058552938,0.000152707,0.045454428],"genre_scores_gemma":[0.99089783,0.0030355742,0.00034359537,0.00010493665,0.00011603792,0.000009924954,0.0000036585843,0.000009911904,0.0054785525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989747,0.000017053528,0.00033791718,0.0004747115,0.000025538111,0.00017011484],"domain_scores_gemma":[0.9991848,0.00036938654,0.0001173678,0.00022907955,0.000041010167,0.000058396316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005259686,0.00009377181,0.00019515898,0.00021795706,0.000117602016,0.000056921428,0.00005622234,0.00016961055,0.000120387645],"category_scores_gemma":[0.0027225397,0.00007843512,0.00002786886,0.00022100768,0.0002927138,0.00065734587,0.000034401117,0.00009795368,0.00019468403],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000104119235,0.000054554388,0.032811474,0.00002694996,0.000025145382,0.000002966598,0.00013444702,0.0000010093466,0.00007978322,0.91101855,0.00076514826,0.055069588],"study_design_scores_gemma":[0.00070421107,0.00015714168,0.04261373,0.0000075388994,0.00000571232,0.000051349747,0.00004983531,0.000016490421,0.00071035983,0.08410144,0.87136775,0.00021445997],"about_ca_topic_score_codex":0.00001682852,"about_ca_topic_score_gemma":0.0000039099486,"teacher_disagreement_score":0.8706026,"about_ca_system_score_codex":0.00003778475,"about_ca_system_score_gemma":0.0000078033745,"threshold_uncertainty_score":0.3259331},"labels":[],"label_agreement":null},{"id":"W3189840264","doi":"10.17749/2313-7347/ob.gyn.rep.2021.216","title":"Anticoagulant, anti-inflammatory, antiviral and antitumor properties of heparins","year":2021,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Anticoagulant; Heparin; Anticoagulant drug; Anticoagulant therapy; Pharmacology; Intensive care medicine; Internal medicine","score_opus":0.01951881645033296,"score_gpt":0.24108906475816463,"score_spread":0.22157024830783167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189840264","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":[0.98834896,0.008404996,0.000014506653,0.0010316266,0.00096906174,0.00027778267,0.0000014387739,0.000035041285,0.000916602],"genre_scores_gemma":[0.98937327,0.0095786825,0.00022655021,0.00008500968,0.00009912596,0.000007850381,0.0000074750733,0.000012002342,0.0006100513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989205,0.00005285021,0.00026312185,0.00046911841,0.000117107375,0.0001773163],"domain_scores_gemma":[0.9993009,0.000067635585,0.00011058544,0.00032044548,0.00015091598,0.000049499962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024721882,0.00011601353,0.00044488593,0.00016442862,0.0001199687,0.00001577165,0.0000273077,0.00010068907,0.000015707341],"category_scores_gemma":[0.0012126415,0.00009806736,0.00004109282,0.00026857792,0.00021523585,0.0000940353,0.000099038676,0.0001182886,0.0000036872868],"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":[0.000048493297,0.0013017495,0.7136964,0.0018047775,0.0003919741,0.0003652296,0.000689026,0.000009056871,0.24143466,0.004897418,0.0009931315,0.034368068],"study_design_scores_gemma":[0.000887652,0.0002585885,0.80459243,0.00009083638,0.00027521446,0.00026077108,0.00042381653,0.00006917931,0.1848179,0.00008963531,0.008089911,0.0001440749],"about_ca_topic_score_codex":0.000015469219,"about_ca_topic_score_gemma":0.000007146346,"teacher_disagreement_score":0.09089602,"about_ca_system_score_codex":0.000019225867,"about_ca_system_score_gemma":0.00006442528,"threshold_uncertainty_score":0.39990708},"labels":[],"label_agreement":null},{"id":"W3212994803","doi":"10.17749/2313-7347/ob.gyn.rep.2021.261","title":"Pregnancy-related pelvic vein thrombosis","year":2021,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"Venous Thromboembolism Diagnosis and Management","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":"McMaster University","funders":"Daiichi Sankyo Europe; Sanofi; Bristol-Myers Squibb","keywords":"Medicine; Pregnancy; Caesarian section; Thrombosis; Fibrinolysis; Obstetrics; Uterus; Risk factor; Gynecology; Surgery; Internal medicine","score_opus":0.019527708449514073,"score_gpt":0.26830298059279156,"score_spread":0.2487752721432775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212994803","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":[0.94195735,0.025392666,0.000047304242,0.0075246254,0.00457709,0.0005062362,0.0000018144048,0.0001491119,0.019843815],"genre_scores_gemma":[0.97696084,0.012824458,0.0004721571,0.00031030903,0.00011273921,0.000035919285,0.00004472711,0.000020614621,0.009218236],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986239,0.000071933406,0.00026433726,0.0006653306,0.00013844277,0.00023607448],"domain_scores_gemma":[0.99892426,0.00020562914,0.00009142394,0.0005072964,0.00018666101,0.00008471952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019900607,0.00013031543,0.0003660193,0.00016244361,0.00018008567,0.00001887777,0.000036411297,0.0001940433,0.00047362782],"category_scores_gemma":[0.0024510548,0.00012057307,0.00007123604,0.00065237744,0.00009320885,0.000085547756,0.00008199331,0.00021520702,0.00007935389],"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":[0.00004760483,0.0075899875,0.15625659,0.0015829272,0.0023765096,0.0012984345,0.003335193,0.0001581727,0.022712074,0.036745068,0.036084797,0.73181266],"study_design_scores_gemma":[0.0021004514,0.0006177145,0.8807204,0.0001825806,0.00082526146,0.00032012726,0.000743288,0.00007967631,0.010210439,0.002306493,0.101572365,0.0003212467],"about_ca_topic_score_codex":0.000009540644,"about_ca_topic_score_gemma":0.000006665224,"teacher_disagreement_score":0.7314914,"about_ca_system_score_codex":0.000079779216,"about_ca_system_score_gemma":0.000073326395,"threshold_uncertainty_score":0.51858926},"labels":[],"label_agreement":null},{"id":"W4285392092","doi":"10.17749/2313-7347/ob.gyn.rep.2022.331","title":"The two members from the “Obstetrics, Gynecology and Reproduction” Editorial Board have been elected as Foreign Members of the Russian Academy of Sciences","year":2022,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"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":"Editorial board; Medicine; Obstetrics and gynaecology; Library science; Pregnancy","score_opus":0.026437186322010982,"score_gpt":0.3142633485368673,"score_spread":0.28782616221485635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285392092","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":[0.86074865,0.010453705,0.0000039681036,0.0770626,0.047861457,0.0018444882,0.000036450638,0.000046352096,0.0019423197],"genre_scores_gemma":[0.9908647,0.0016658353,0.00008280847,0.0004895951,0.005713373,0.0000935002,0.000012673842,0.000022111055,0.0010553948],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951904,0.001482467,0.00096451415,0.0010687539,0.0007774087,0.0005164658],"domain_scores_gemma":[0.98954976,0.008243221,0.0010004326,0.00079295307,0.00024321709,0.00017042879],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0062596924,0.00021492752,0.0005466775,0.00026254408,0.0022726196,0.00002789737,0.00034822518,0.00033291918,0.00007379701],"category_scores_gemma":[0.033163548,0.00012169013,0.00011053991,0.0019552847,0.0013099966,0.00012451445,0.0002830868,0.0012267114,0.0000011940806],"study_design_candidate":"not_applicable","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":[0.0011967833,0.00094885257,0.5260651,0.0007115314,0.0013054077,0.000017992063,0.013905418,0.0007525316,0.0023078963,0.124975294,0.12458188,0.2032313],"study_design_scores_gemma":[0.0021864313,0.001545083,0.13895501,0.000027502907,0.00023857367,0.0002333979,0.008329846,0.00020266972,0.0011098136,0.008448746,0.83848286,0.00024007449],"about_ca_topic_score_codex":0.004325887,"about_ca_topic_score_gemma":0.00022660402,"teacher_disagreement_score":0.713901,"about_ca_system_score_codex":0.00029664757,"about_ca_system_score_gemma":0.0010186199,"threshold_uncertainty_score":0.9990263},"labels":[],"label_agreement":null},{"id":"W4285397000","doi":"10.17749/2313-7347/ob.gyn.rep.2022.327","title":"Pathogenetic and prognostic significance of inflammation and altered ADAMTS-13/vWF axis in patients with severe COVID-19","year":2022,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Russian Foundation for Basic Research","keywords":"Von Willebrand factor; Myeloperoxidase; Medicine; Endothelial dysfunction; ADAMTS; Inflammation; Endothelial activation; Immunology; Odds ratio; Internal medicine; ADAMTS13; Thrombospondin; Platelet; Gastroenterology; Metalloproteinase; Matrix metalloproteinase","score_opus":0.02382257049980304,"score_gpt":0.310821497981321,"score_spread":0.286998927481518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285397000","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":[0.99512064,0.0011562367,0.000034475677,0.0020806924,0.00018574666,0.0013690175,0.000013478381,0.00001557105,0.000024160858],"genre_scores_gemma":[0.99864036,0.0007344711,0.00014583264,0.00011454413,0.00003327606,0.0001854631,0.000024033652,0.00000867394,0.0001133197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984795,0.00020863359,0.00030962125,0.0005615505,0.00026931334,0.00017138489],"domain_scores_gemma":[0.99534965,0.0039674905,0.00016527895,0.00024290556,0.00015904238,0.00011566036],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007609094,0.000101178804,0.00028101387,0.00027721527,0.0001917675,0.0000055743344,0.000035464353,0.00006598191,0.000021584148],"category_scores_gemma":[0.06645211,0.00008701201,0.000014343159,0.0005724374,0.00029156453,0.0000545042,0.00016153969,0.00026820504,3.2605965e-7],"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":[0.0005133106,0.0002082261,0.956268,0.00061806856,0.0000382268,0.000014285839,0.00047634682,0.0004637722,0.0003704101,0.000032207357,0.000024583656,0.040972535],"study_design_scores_gemma":[0.002989661,0.0023470342,0.99069756,0.000014978996,0.00006111279,0.0000080430445,0.00021304615,0.00016196269,0.00006333031,0.000301736,0.0030467901,0.000094712836],"about_ca_topic_score_codex":0.00004402197,"about_ca_topic_score_gemma":0.000031869706,"teacher_disagreement_score":0.065691195,"about_ca_system_score_codex":0.00014377039,"about_ca_system_score_gemma":0.0002410599,"threshold_uncertainty_score":0.94141155},"labels":[],"label_agreement":null},{"id":"W4317620288","doi":"10.17749/2313-7347/ob.gyn.rep.2022.370","title":"Antithrombotic therapy in COVID-19 patients","year":2023,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproduction","topic":"COVID-19 Clinical Research Studies","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":"McMaster University","funders":"","keywords":"Antithrombotic; Medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Thrombosis; Randomized controlled trial; Hemostasis; Clinical trial; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; 2019-20 coronavirus outbreak; Fibrinolytic agent; Internal medicine; Pathology; Disease","score_opus":0.0731108181394788,"score_gpt":0.4109062587647929,"score_spread":0.33779544062531414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317620288","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":[0.9829438,0.00077372027,0.000017978553,0.014226941,0.0011998698,0.0005834193,0.0000017493103,0.000112427406,0.00014013422],"genre_scores_gemma":[0.97685903,0.020593401,0.000037782407,0.0011111088,0.000091974376,0.000036403962,0.000024267056,0.000010843584,0.0012351788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851465,0.00012068868,0.0002669967,0.000598444,0.00021557164,0.00028362815],"domain_scores_gemma":[0.9915387,0.0077049755,0.00006796977,0.00037276404,0.00014803016,0.00016755008],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010603028,0.00009704038,0.00027834,0.0005570842,0.00014728213,0.000009158809,0.000050238585,0.00014453933,0.000057734076],"category_scores_gemma":[0.24662782,0.000078329016,0.000041701733,0.0016852035,0.00022740997,0.000070808856,0.00009546309,0.00029067163,0.000081097256],"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":[0.000115718045,0.00035658252,0.9099332,0.00018967445,0.000042058968,0.00006860544,0.0002908281,0.00012674318,0.00016502233,0.000055892117,0.0020881847,0.086567484],"study_design_scores_gemma":[0.002719066,0.00080623216,0.9624502,0.000012166573,0.000012651584,0.0000015008213,0.00008109135,0.00014695236,0.00006405573,0.0010311502,0.03259358,0.00008135646],"about_ca_topic_score_codex":0.00003680979,"about_ca_topic_score_gemma":0.000008217608,"teacher_disagreement_score":0.24556753,"about_ca_system_score_codex":0.00020863922,"about_ca_system_score_gemma":0.00018117577,"threshold_uncertainty_score":0.7597181},"labels":[],"label_agreement":null}]}