{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783633,0.0034428712,0.00017211399,0.001757051,0.0001588658,0.000015901396,0.0016322731,0.000021491334,0.014436239],"genre_scores_gemma":[0.99569786,0.00074986333,0.00010464878,0.00036750195,0.00004852976,0.000003490862,0.00046525052,0.000005658117,0.0025572376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976367,0.00003075765,0.000013364687,0.00003873113,0.000060800336,0.000092658],"domain_scores_gemma":[0.9992035,0.000109992274,0.00031258728,0.000033618704,0.00013454704,0.00020573125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022631782,0.00012638223,0.00026220907,0.0004579146,0.00067716837,0.0007537823,0.00028507947,0.00036512365,0.007650749],"category_scores_gemma":[0.0021686936,0.00012899027,0.0003961214,0.0007300844,0.0002200658,0.00021786698,0.00020047113,0.0007333789,0.0004107119],"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":[0.00020731571,0.000072181676,0.97926694,0.000044572505,0.000108594744,0.0001592341,0.00023523357,0.000053293777,0.00042132524,0.00020489162,0.0024913405,0.01673518],"study_design_scores_gemma":[0.000016929003,0.000046042383,0.9952928,0.00003505557,0.00010822773,0.00032777805,0.00036926815,0.00011116174,0.00009178698,0.00013430616,0.0034603376,0.0000064640735],"about_ca_topic_score_codex":0.20258982,"about_ca_topic_score_gemma":0.23226821,"teacher_disagreement_score":0.20258982,"about_ca_system_score_codex":0.0005414194,"about_ca_system_score_gemma":0.0011615991,"threshold_uncertainty_score":0.40282118},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087839514,0.4197128,0.028527861,0.23532347,0.007179959,0.0011987782,0.0002560677,0.000794746,0.2191668],"genre_scores_gemma":[0.5694056,0.26722106,0.044510238,0.057598595,0.011854739,0.001247869,0.0004983611,0.000114054725,0.047549378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996112,0.000099593795,0.00004315458,0.000034207238,0.00013917961,0.000072732335],"domain_scores_gemma":[0.9996842,0.000074754294,0.00006220548,0.000009076148,0.00008516131,0.00008450776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051170157,0.00060884753,0.0006024727,0.0017157104,0.001259477,0.00068527093,0.00079420157,0.0015385507,0.0061420696],"category_scores_gemma":[0.0019649456,0.00012194727,0.00053160946,0.00058703276,0.0003116374,0.0008092541,0.00092800055,0.0017172629,0.0012223352],"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":[0.00033311194,0.0019412254,0.016496273,0.0018643131,0.00017912038,0.019837724,0.0010660699,0.0007489331,0.0025418876,0.008515675,0.11452046,0.83195525],"study_design_scores_gemma":[0.000957239,0.0021807726,0.05601182,0.012460301,0.0007699411,0.14426322,0.006116583,0.0035538008,0.0031574958,0.052786395,0.7175892,0.00015316642],"about_ca_topic_score_codex":0.0013280927,"about_ca_topic_score_gemma":0.0028882392,"teacher_disagreement_score":0.0061420696,"about_ca_system_score_codex":0.00045717557,"about_ca_system_score_gemma":0.0010542736,"threshold_uncertainty_score":0.02054733},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45656443,0.045184832,0.0019392126,0.2905437,0.002108256,0.00034172466,0.0059334836,0.00024600397,0.19713837],"genre_scores_gemma":[0.9368933,0.01826195,0.0018993249,0.026037546,0.00022045553,0.000040897445,0.00092513725,0.000061241764,0.015660191],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99901295,0.00013929463,0.000039126306,0.0001022809,0.0002518478,0.0004544537],"domain_scores_gemma":[0.99585235,0.00045343715,0.00032061018,0.000068745554,0.0012351309,0.0020696942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086420047,0.00013447899,0.00027067188,0.00037881173,0.0017806143,0.0018680345,0.00064576097,0.00061113265,0.013682501],"category_scores_gemma":[0.004453212,0.00013177835,0.0003489986,0.0010852385,0.0007630836,0.00034426505,0.0006428693,0.0012800517,0.00037874386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001574401,0.0003062586,0.42971563,0.0011439306,0.00022146878,0.0011861195,0.0010105527,0.00093285955,0.0024358328,0.018201455,0.10855671,0.43471485],"study_design_scores_gemma":[0.00071975664,0.0005180878,0.75286305,0.0022811624,0.00040674434,0.00082844193,0.0054184655,0.001109482,0.0019308807,0.0020455755,0.23180012,0.00007826087],"about_ca_topic_score_codex":0.9748745,"about_ca_topic_score_gemma":0.9904495,"teacher_disagreement_score":0.025125504,"about_ca_system_score_codex":0.021971568,"about_ca_system_score_gemma":0.08021136,"threshold_uncertainty_score":0.15941566},"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":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79658455,0.0026441768,0.13646893,0.0059134667,0.00094218913,0.0007559238,0.0002673449,0.0010112277,0.055412196],"genre_scores_gemma":[0.9447068,0.0024501896,0.04625397,0.0005072836,0.00021918968,0.0004310385,0.00019599246,0.00006264522,0.005172896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994166,0.0003969155,0.000023961711,0.000027015023,0.00009247464,0.00004303941],"domain_scores_gemma":[0.9987086,0.00065931387,0.00008404908,0.0000913909,0.00010530069,0.0003513672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009912552,0.00022766572,0.00014210465,0.00021524105,0.00025941708,0.00040805907,0.00045407738,0.0003812754,0.004375057],"category_scores_gemma":[0.0044357106,0.00011134868,0.0002393772,0.0001319428,0.00022445574,0.00026281175,0.0007731863,0.0005856164,0.00069498003],"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":[0.0020132943,0.0086534815,0.030309517,0.0008862006,0.00013745128,0.0013456072,0.0038956343,0.11613133,0.01161054,0.010078666,0.038356025,0.7765822],"study_design_scores_gemma":[0.003244358,0.019023383,0.121088386,0.004142664,0.00027230586,0.010101653,0.006052684,0.47089452,0.035969336,0.042419896,0.28644118,0.00034964865],"about_ca_topic_score_codex":0.0011701337,"about_ca_topic_score_gemma":0.001757777,"teacher_disagreement_score":0.004375057,"about_ca_system_score_codex":0.00027102928,"about_ca_system_score_gemma":0.0011061929,"threshold_uncertainty_score":0.01463604},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010916499,0.30130458,0.06675951,0.46067625,0.07921154,0.00026857283,0.00031881835,0.0016039236,0.08876517],"genre_scores_gemma":[0.011171361,0.32252306,0.104175866,0.27634722,0.08137654,0.00087732484,0.0005764462,0.0010623916,0.20188978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978265,0.0007970667,0.000390451,0.000111096146,0.0007481578,0.00012671192],"domain_scores_gemma":[0.9944536,0.00243643,0.00027938106,0.0002831581,0.0017181615,0.0008293271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004629909,0.0015749226,0.0012080208,0.0032215286,0.0020028928,0.0029422464,0.0017712926,0.0073628454,0.011980007],"category_scores_gemma":[0.011635061,0.00094247586,0.0012613505,0.0014971329,0.0035292862,0.003321921,0.0030304831,0.015553311,0.00851037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026770573,0.00007507556,0.00032083524,0.0002361847,0.000011203953,0.00094948534,0.00018185093,0.0001857098,0.00027691323,0.0049518673,0.81965244,0.17313163],"study_design_scores_gemma":[0.000010533312,0.000031576394,0.00047420347,0.0005553806,0.0000095933065,0.0031725268,0.00017439431,0.00015860259,0.0001046097,0.0075005847,0.9877922,0.000015804639],"about_ca_topic_score_codex":0.0052723438,"about_ca_topic_score_gemma":0.02090257,"teacher_disagreement_score":0.011980007,"about_ca_system_score_codex":0.0012570083,"about_ca_system_score_gemma":0.004570151,"threshold_uncertainty_score":0.04007709},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023885837,0.007756428,0.003637388,0.85873944,0.016697943,0.00016739589,0.00043803742,0.00034535598,0.08833216],"genre_scores_gemma":[0.48005792,0.024445247,0.018729659,0.37528726,0.024613168,0.00049303577,0.00076129683,0.0007603079,0.0748521],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955569,0.0024555686,0.00014298616,0.00023551716,0.0006652903,0.0009437142],"domain_scores_gemma":[0.98131657,0.007646021,0.0014894188,0.0010513685,0.002213854,0.006282758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009327058,0.00066506024,0.00039645538,0.00085537723,0.0062182597,0.010318618,0.0010834881,0.004901332,0.056618746],"category_scores_gemma":[0.028980993,0.00042556215,0.00097620755,0.00066766277,0.0050180345,0.010741859,0.0061018956,0.011571117,0.007981593],"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":[0.0002651486,0.000628013,0.01818626,0.0013937722,0.00007878854,0.0019324303,0.06108614,0.00045031827,0.0020707608,0.054463603,0.584811,0.27463385],"study_design_scores_gemma":[0.0000826221,0.0003494637,0.009754455,0.001400979,0.00006302942,0.0005806135,0.12796459,0.00020483539,0.0006694057,0.047546048,0.8112721,0.000111878144],"about_ca_topic_score_codex":0.003464444,"about_ca_topic_score_gemma":0.00869098,"teacher_disagreement_score":0.056618746,"about_ca_system_score_codex":0.0029534765,"about_ca_system_score_gemma":0.010809507,"threshold_uncertainty_score":0.1894086},"labels":[],"label_agreement":null}]}