{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"87ef10d78867","filters":{"venue":"Obstetrics Gynecology and Reproductive Sciences"}},"results":[{"id":"W3134582809","doi":"10.31579/2578-8965/029","title":"Pregnancy-related Pelvic Girdle Pain: Irish Physiotherapists’ Perspectives","year":2019,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproductive Sciences","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Irish; Etiology; Presentation (obstetrics); Pregnancy; Pelvic pain; Health care; Physical therapy; Family medicine; Nursing; Psychiatry; Obstetrics; Surgery","authors":[{"name":"Sinéad Dufour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0222056532488827,"gpt":0.3115773616125502,"spread":0.2893717083636675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002025989,0.0002403752,0.0004909387,0.0004919507,0.0003054067,0.00003870618,0.0003067019,0.0003178001,0.0006413975],"category_scores_gemma":[0.02282852,0.0001774435,0.0001066926,0.002203115,0.00232597,0.0002692754,0.0001712407,0.0007685844,0.0001619374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743398,"about_ca_system_score_gemma":0.0005066252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710126,"about_ca_topic_score_gemma":0.000001435651,"domain_scores_codex":[0.9963962,0.0003902032,0.0003297568,0.001496233,0.0007002263,0.0006873402],"domain_scores_gemma":[0.9956269,0.002942051,0.0001563685,0.0006191898,0.0003895147,0.0002660104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000400856,0.003676356,0.3494978,0.001713617,0.001206012,0.0005741832,0.02456241,0.00009692824,0.03900669,0.01696529,0.005984996,0.5563149],"study_design_scores_gemma":[0.02064457,0.02544161,0.7930516,0.01064448,0.0004128199,0.0007078812,0.06082033,0.006341985,0.01364046,0.03588392,0.02921167,0.00319865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719846,0.220769,0.00006022608,0.007404785,0.002138721,0.002051552,0.000003923181,0.0003441084,0.04738167],"genre_scores_gemma":[0.9769694,0.008815029,0.0005321193,0.0002171183,0.00008206851,0.00003711772,0.000003090246,0.00003145618,0.01331262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5531163,"threshold_uncertainty_score":0.9854026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401978461","doi":"10.31579/2578-8965/230","title":"To Close the Gap of Survivorship Education: A Series of Breast Cancer Webinars in Collaboration with Wellspring","year":2024,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproductive Sciences","topic":"Family Support in Illness","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Survivorship curve; Series (stratigraphy); Breast cancer; Cancer survivorship; Cancer; Medicine; Medical education; Oncology; Psychology; Internal medicine; Geology","authors":[{"name":"Malika Peera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02417121877159334,"gpt":0.3205473207976968,"spread":0.2963761020261034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146692,0.00007414427,0.0001504771,0.0003068873,0.000321669,0.00004971006,0.0002299745,0.00006096145,0.00003962577],"category_scores_gemma":[0.002112408,0.00004843276,0.00001406447,0.004721879,0.001892761,0.0003991922,0.00005054308,0.00009699982,0.000001328647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812772,"about_ca_system_score_gemma":0.001726987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718956,"about_ca_topic_score_gemma":0.012501,"domain_scores_codex":[0.9986708,0.0002462934,0.0001953682,0.000419589,0.0002844499,0.0001835639],"domain_scores_gemma":[0.9981795,0.001198937,0.00009637086,0.0001577964,0.0003287326,0.00003865057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908666,0.0001613773,0.6660402,0.0001323378,0.00002946573,0.000005793793,0.09542282,0.0004040558,0.0005466377,0.2073051,0.0003997526,0.02949338],"study_design_scores_gemma":[0.0001548084,0.0003879281,0.688597,0.0002371022,0.00004100916,0.00001389683,0.2796652,0.00002855512,0.002341021,0.01399311,0.01424887,0.0002915883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729197,0.003753663,0.000004299286,0.01505328,0.002521428,0.0003800195,0.00001058372,0.00001247588,0.005344526],"genre_scores_gemma":[0.9981252,0.0005351247,0.0002429822,0.00004585408,0.00007276964,0.00004854489,3.705094e-7,0.00000375418,0.0009253934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.193312,"threshold_uncertainty_score":0.6975852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401963541","doi":"10.31579/2578-8965/200","title":"Midwifery of the Future: A Widening Field of Competences","year":2024,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproductive Sciences","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Field (mathematics); Obstetrics; Political science; Medicine; Mathematics","authors":[{"name":"Rehan Haider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02741063452291227,"gpt":0.340400998569335,"spread":0.3129903640464227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004552654,0.00004629024,0.0001366869,0.0001181942,0.0001183438,0.000006398742,0.0000967099,0.00004441702,0.0001112018],"category_scores_gemma":[0.001130869,0.00002455671,0.00005702749,0.0006618552,0.0005986441,0.00005909459,0.00006319569,0.0001212323,0.000001266488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007580947,"about_ca_system_score_gemma":0.00009367165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000040815,"about_ca_topic_score_gemma":0.00001207806,"domain_scores_codex":[0.9993241,0.00004489926,0.0001899921,0.0002211578,0.0001284875,0.00009136245],"domain_scores_gemma":[0.9988977,0.0008202897,0.00006782547,0.0001155042,0.00007485644,0.00002376487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001083538,0.000296016,0.6665098,0.006119821,0.0001646947,0.00005755876,0.003658824,0.00001591955,0.007386757,0.1133963,0.00102128,0.2012646],"study_design_scores_gemma":[0.0003471104,0.003035513,0.83502,0.000861135,0.00009244546,0.0004235753,0.003655707,0.0003966982,0.07645979,0.01543611,0.06411344,0.0001584403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658877,0.02180109,0.00001725641,0.006604627,0.003471521,0.0001183927,0.000006061821,0.000008481168,0.002084874],"genre_scores_gemma":[0.9971652,0.0003593718,0.0002735255,0.00008146841,0.00009648536,0.00000335331,1.856952e-7,0.000001454869,0.002018933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2011062,"threshold_uncertainty_score":0.2205729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403186539","doi":"10.31579/2578-8965/234","title":"Help and learn with gynecological cytology","year":2024,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproductive Sciences","topic":"Advances in Oncology and Radiotherapy","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":"Cytodiagnostics (Canada)","funders":"","keywords":"Cytology; Gynecology; Medicine; Pathology","authors":[{"name":"Francisco Javier Torres-Gómez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0233610165971711,"gpt":0.348700755006181,"spread":0.3253397384090099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006914975,0.0001548612,0.0003408109,0.0002757835,0.0004158082,0.00002862137,0.00008227285,0.0002257754,0.0001034321],"category_scores_gemma":[0.002766476,0.00009018953,0.00002719484,0.0008124309,0.004457524,0.0001662543,0.00006023595,0.0003969342,0.00001271985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005709715,"about_ca_system_score_gemma":0.0002009737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000242293,"about_ca_topic_score_gemma":0.000006342627,"domain_scores_codex":[0.9983236,0.0001060235,0.0001621305,0.0009584905,0.0001312423,0.0003185331],"domain_scores_gemma":[0.9962312,0.003386071,0.00004688089,0.0001670796,0.000070519,0.00009824582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003807609,0.0003804526,0.4240761,0.0002133752,0.0003560548,0.002031078,0.001652485,0.00005306121,0.001760552,0.07862584,0.001306988,0.4891633],"study_design_scores_gemma":[0.002806691,0.02066804,0.4826025,0.0001059912,0.0003652181,0.01292781,0.003523578,0.001001609,0.001679585,0.02690128,0.4466237,0.0007939532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293686,0.04338149,0.0006346775,0.01173571,0.002308077,0.0003984732,0.000002124135,0.0001338227,0.01203705],"genre_scores_gemma":[0.9818931,0.006353859,0.007275959,0.0007699002,0.0002846466,0.00002586927,0.000001520128,0.00001047279,0.003384703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883693,"threshold_uncertainty_score":0.9982518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212271783","doi":"10.31579/2578-8965/055","title":"Gender Spectrum: Homosexuality, & Gender Dysphoria","year":2021,"lang":"en","type":"article","venue":"Obstetrics Gynecology and Reproductive Sciences","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Gender dysphoria; Homosexuality; Gender identity; Psychology; Transgender; Male Homosexuality; Clinical psychology; Men who have sex with men; Medicine; Social psychology; Human immunodeficiency virus (HIV); Psychoanalysis; Family medicine","authors":[{"name":"Paul T E Cusack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1055532115865121,"gpt":0.3535838594309144,"spread":0.2480306478444023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002306899,0.0001635099,0.0002844411,0.0001881785,0.002956729,0.0002233592,0.0003202514,0.0001603308,0.0002199869],"category_scores_gemma":[0.009496471,0.0001481672,0.00006876587,0.00190223,0.001428186,0.0004614438,0.0003480301,0.0002281701,0.00008175816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049623,"about_ca_system_score_gemma":0.0005566252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003982796,"about_ca_topic_score_gemma":0.002219122,"domain_scores_codex":[0.9969274,0.0005148411,0.0002568294,0.001128554,0.0005502137,0.0006221615],"domain_scores_gemma":[0.998391,0.0006669599,0.00012527,0.0003429674,0.0003341771,0.0001395737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001188045,0.000603084,0.4022842,0.00007127449,0.0003313059,0.0001044603,0.0709277,0.00005685266,0.0006853613,0.4929155,0.02222649,0.009781829],"study_design_scores_gemma":[0.0004431059,0.00009470935,0.304049,0.000004008027,0.0000879721,0.00003539858,0.1321876,0.000004191438,0.0004493257,0.2109513,0.3511342,0.0005592385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8106028,0.02688889,0.0002559883,0.0285264,0.01031033,0.0003846732,0.00001202319,0.0001285274,0.1228904],"genre_scores_gemma":[0.9830179,0.004252402,0.00120013,0.0004012113,0.0004632478,0.00001142181,0.000003028391,0.000007546709,0.01064318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3289076,"threshold_uncertainty_score":0.9988469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}