{"meta":{"query_hash":"4d6dd41795a1","filters":{"venue":"Contemporary ob/gyn"},"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/4d6dd41795a1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Contemporary+ob%2Fgyn"},"results":[{"id":"W1556169678","doi":"","title":"Women with diabetes less likely to have mammograms","year":2014,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Global Cancer Incidence and Screening","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":"Medicine; Diabetes mellitus; Obstetrics; Gynecology; Family medicine; Endocrinology","score_opus":0.081064290477474,"score_gpt":0.2913353810140774,"score_spread":0.21027109053660342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556169678","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":[0.95250916,0.00053546974,0.0006498738,0.002669655,0.00013466126,0.00046547526,0.000008658392,0.0001472147,0.042879846],"genre_scores_gemma":[0.98943317,0.0000029620576,0.0007372229,0.0070396764,0.0002988031,0.00011354077,0.00002317238,0.000034625955,0.0023168356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831057,0.000056781497,0.00028145718,0.00043142991,0.0004158124,0.0005039235],"domain_scores_gemma":[0.9986674,0.000068238114,0.000087245186,0.0005203889,0.00014470231,0.0005120225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044128337,0.00023312373,0.0004735685,0.00009306779,0.00010811109,0.000059621427,0.00020263303,0.00009027722,0.00006685582],"category_scores_gemma":[0.00010496277,0.00018003734,0.000060970724,0.00022901627,0.00010383556,0.00020114143,0.000073371986,0.00020354426,0.00011268666],"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":[0.00082285283,0.000073225965,0.93027174,0.00011656825,0.00010540845,0.00010064513,0.0008737869,0.000009135042,0.001198683,0.00020126646,0.016009323,0.050217368],"study_design_scores_gemma":[0.005596393,0.0077658487,0.5459857,0.0014078632,0.00010004859,0.000045625708,0.0058696684,0.00044112708,0.004653817,0.00064923137,0.42636752,0.0011171328],"about_ca_topic_score_codex":0.00017863905,"about_ca_topic_score_gemma":0.000046823876,"teacher_disagreement_score":0.4103582,"about_ca_system_score_codex":0.00011272964,"about_ca_system_score_gemma":0.0001603912,"threshold_uncertainty_score":0.734171},"labels":[],"label_agreement":null},{"id":"W2152205284","doi":"","title":"Management strategies for osteoporosis and osteopenia","year":2010,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Osteopenia; Osteoporosis; Intensive care medicine; Obstetrics; Gynecology; Internal medicine; Bone mineral","score_opus":0.037294369144442605,"score_gpt":0.3338207779098987,"score_spread":0.2965264087654561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152205284","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":[0.87983555,0.0020809108,0.00013208918,0.0084357,0.0006155344,0.0037265387,0.000066169814,0.00017249503,0.104935],"genre_scores_gemma":[0.98795795,0.00010801017,0.0031092786,0.0014166895,0.00019885518,0.00033575008,0.00010870376,0.000042093896,0.0067226873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982784,0.00003636329,0.00042315866,0.00047572821,0.00031699828,0.00046934455],"domain_scores_gemma":[0.99859416,0.00013822656,0.000090908026,0.0005175073,0.0001643095,0.00049491134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049593113,0.00022131525,0.00041575596,0.00015960113,0.00023853942,0.000115285424,0.00014488855,0.00017229475,0.00018501641],"category_scores_gemma":[0.00006907723,0.00018866989,0.00009869805,0.00016238778,0.00019473782,0.0002970107,0.00011221631,0.0003904454,0.000050939016],"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":[0.008688064,0.0015282185,0.12192697,0.013555358,0.0007124094,0.00096086715,0.004555065,7.6141254e-7,0.09931395,0.06344438,0.28698856,0.39832538],"study_design_scores_gemma":[0.013890367,0.0023650217,0.20255259,0.0002951464,0.0001373025,0.00014276826,0.007932198,0.00024991043,0.0039305165,0.004270337,0.763537,0.00069685065],"about_ca_topic_score_codex":0.00012227996,"about_ca_topic_score_gemma":0.00010083118,"teacher_disagreement_score":0.47654843,"about_ca_system_score_codex":0.000022947039,"about_ca_system_score_gemma":0.0004127887,"threshold_uncertainty_score":0.7693735},"labels":[],"label_agreement":null},{"id":"W2397462778","doi":"","title":"Targeted anti-RhD prophylaxis finds favor in Canada","year":2016,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Blood groups and transfusion","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":"Medicine; Pre-exposure prophylaxis; Family medicine; Obstetrics; Human immunodeficiency virus (HIV); Syphilis","score_opus":0.01618318061008255,"score_gpt":0.20975349552041525,"score_spread":0.1935703149103327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397462778","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":[0.98375213,0.0016449597,0.00008526577,0.004735618,0.00041710233,0.00057084305,0.000057094283,0.000040400642,0.0086965915],"genre_scores_gemma":[0.99655706,0.000053996093,0.00008126494,0.0007203346,0.000115740215,0.000024461486,0.000030450521,0.000029301582,0.0023874159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853575,0.000057371642,0.00040068675,0.00037840454,0.00030731087,0.00032047014],"domain_scores_gemma":[0.9991794,0.000075354095,0.00006798311,0.00039507585,0.000071639646,0.00021053967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016720219,0.00020203837,0.00042738463,0.00010739847,0.000054267006,0.000008413897,0.00012368389,0.00010979456,0.00036455327],"category_scores_gemma":[0.00006642412,0.00012990482,0.00007537616,0.00026038193,0.000055609762,0.00014598378,0.000031662625,0.00020491576,0.00005249242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030134807,0.00022305071,0.9170215,0.00014691128,0.00006870022,0.0011162285,0.00014798605,3.4424187e-7,0.03829554,0.0001032467,0.01377925,0.028795894],"study_design_scores_gemma":[0.0073151393,0.00058989023,0.92005146,0.0005251352,0.000025204396,0.00003735728,0.00014919018,0.000034758854,0.021447489,0.000109252236,0.04933762,0.0003775062],"about_ca_topic_score_codex":0.43975335,"about_ca_topic_score_gemma":0.32879812,"teacher_disagreement_score":0.110955216,"about_ca_system_score_codex":0.00019042693,"about_ca_system_score_gemma":0.0019955821,"threshold_uncertainty_score":0.68344957},"labels":[],"label_agreement":null},{"id":"W2561627061","doi":"","title":"Simulation-based team training in obstetric emergencies simulation-based training is a vehicle for teaching, rehearsing, and analyzing the interdisciplinary performance of your obstetrical team that improves skills, communication, and patient outcomes","year":2012,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Rehearsing; Medicine; Simulation training; Training (meteorology); Medical emergency; Medical education; Simulation; Engineering","score_opus":0.09065529771500962,"score_gpt":0.37568005396833465,"score_spread":0.285024756253325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561627061","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":[0.9864869,0.0077773556,0.00080821075,0.0027086718,0.00031487865,0.0016527612,0.000036054487,0.00006996879,0.00014520131],"genre_scores_gemma":[0.9968635,0.000010593256,0.0018774888,0.00085003016,0.00006600591,0.00013593659,0.00010031532,0.000053427382,0.000042741136],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973537,0.000305551,0.0011079506,0.00040487727,0.0003934744,0.00043448273],"domain_scores_gemma":[0.9855768,0.012575209,0.0005954925,0.00065855787,0.00035497115,0.0002389678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009319283,0.00032735965,0.00062854635,0.000607418,0.0006568529,0.00004183649,0.00018002861,0.0001780116,0.000017599627],"category_scores_gemma":[0.0026378694,0.00026754,0.00014795394,0.0005760657,0.00028367923,0.0004927683,0.00008330782,0.00046903235,7.565154e-7],"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":[0.00015741751,0.00025970576,0.86187446,0.00029947062,0.000045405093,2.4160573e-7,0.082821466,0.038296096,0.000043730437,0.000014944587,0.000079579564,0.016107457],"study_design_scores_gemma":[0.0017419056,0.00030314625,0.39236253,0.0003954029,0.000049858412,5.0885353e-7,0.033717245,0.5706891,0.00010234252,0.00003507162,0.00039522597,0.00020765816],"about_ca_topic_score_codex":0.00010555527,"about_ca_topic_score_gemma":0.0000054288626,"teacher_disagreement_score":0.532393,"about_ca_system_score_codex":0.00022256239,"about_ca_system_score_gemma":0.00061546837,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W2595976258","doi":"","title":"An OB's Guide to cord blood banking","year":2008,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Cord blood; Obstetrics; Gynecology; Internal medicine","score_opus":0.09832273765843715,"score_gpt":0.3686161010519491,"score_spread":0.27029336339351195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595976258","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":[0.74521524,0.0016132216,0.0003776253,0.0017567424,0.00027512826,0.0010906911,0.000012000519,0.00022949674,0.24942985],"genre_scores_gemma":[0.96491385,0.000056956796,0.0018236717,0.0018521091,0.00054195104,0.00005520563,0.00006892468,0.00006769108,0.030619659],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969719,0.00018358386,0.0006119385,0.00068868825,0.00092854013,0.0006153309],"domain_scores_gemma":[0.9973738,0.00017673986,0.000095587166,0.0011315108,0.000298302,0.00092404993],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075956306,0.0002888347,0.00057085656,0.00026207013,0.00026399113,0.000040432173,0.00042831583,0.00016343112,0.0013401821],"category_scores_gemma":[0.0004412434,0.00025992663,0.0001439333,0.0005087749,0.00014993967,0.00026191736,0.0001619655,0.00041479588,0.0007622726],"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":[0.001941439,0.0014147229,0.493899,0.00038363165,0.00034002645,0.0131066935,0.0017028822,0.000007585623,0.15612926,0.00074113783,0.31238696,0.017946696],"study_design_scores_gemma":[0.006242168,0.0049771457,0.13062191,0.00048774158,0.00008192542,0.0012358974,0.00046955256,0.00037145728,0.046145484,0.00013957606,0.80836034,0.0008667916],"about_ca_topic_score_codex":0.00051951886,"about_ca_topic_score_gemma":0.000023195975,"teacher_disagreement_score":0.4959734,"about_ca_system_score_codex":0.00009391342,"about_ca_system_score_gemma":0.0007295633,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W3193909746","doi":"","title":"Fresh ideas, workarounds during pandemic can increase access to contraception","year":2021,"lang":"en","type":"article","venue":"Contemporary ob/gyn","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Workaround; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Family medicine; Internal medicine; Disease; Infectious disease (medical specialty)","score_opus":0.03849215690897908,"score_gpt":0.3166218186911468,"score_spread":0.27812966178216775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193909746","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":[0.97743636,0.0022836307,0.000037645365,0.008380287,0.0004206685,0.00045906845,0.000062403116,0.00017320174,0.010746716],"genre_scores_gemma":[0.9855128,0.00014282104,0.000065507964,0.010430402,0.00058169465,0.000029306057,0.000107839165,0.000027380327,0.0031022823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983326,0.000106259184,0.00043978367,0.00043325705,0.0003080251,0.00038005423],"domain_scores_gemma":[0.99863136,0.000043179807,0.0001018394,0.0004194534,0.00018129585,0.00062290276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020424648,0.00021331689,0.00044161064,0.00008301738,0.00016130955,0.00009154708,0.00017354486,0.00012380353,0.0003764804],"category_scores_gemma":[0.00014755814,0.00019466289,0.000108021304,0.00028111547,0.000037990638,0.00022400614,0.00016219376,0.00029080882,0.00010368425],"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":[0.0006786551,0.00016123215,0.97192484,0.00029637714,0.00007159328,0.0010669181,0.00020098,0.000004086156,0.0076151635,0.00019452529,0.01587903,0.0019066033],"study_design_scores_gemma":[0.0024916076,0.000105456995,0.9710541,0.0006080903,0.000038486007,0.00027288334,0.00026177967,0.000009181196,0.0018362155,0.00047548674,0.022616392,0.00023034393],"about_ca_topic_score_codex":0.001950967,"about_ca_topic_score_gemma":0.0006548237,"teacher_disagreement_score":0.008076387,"about_ca_system_score_codex":0.0002107903,"about_ca_system_score_gemma":0.00050495646,"threshold_uncertainty_score":0.7938122},"labels":[],"label_agreement":null}]}