{"meta":{"query_hash":"71e1e7e1183c","filters":{"venue":"International Journal of Obstetrics and Gynaecological Nursing"},"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/71e1e7e1183c","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Obstetrics+and+Gynaecological+Nursing"},"results":[{"id":"W3154634497","doi":"10.33545/26642298.2021.v3.i1a.62","title":"A descriptive study to assess the knowledge regarding sudden infant death syndrome among the postnatal mothers with a view to develop an information booklet in selected hospitals of Jalandhar, Punjab, 2019","year":2021,"lang":"en","type":"article","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","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":"Sudden infant death syndrome; Medicine; Descriptive statistics; Infant mortality; Pediatrics; Quarter (Canadian coin); Cause of death; Descriptive research; Statistical analysis; Family medicine; Medical emergency; Demography; Environmental health; Population; Disease","score_opus":0.04080745058406656,"score_gpt":0.31147111141663003,"score_spread":0.2706636608325635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154634497","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":[0.99911374,0.000104045146,0.000034663775,0.00008497378,0.0000035870542,0.00005831558,0.00012734403,0.0000011254759,0.00047226457],"genre_scores_gemma":[0.99812573,0.00042253945,0.00016919963,0.00019501595,0.000008463419,0.00015362697,0.00015427869,0.0000012131748,0.00076993497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995365,0.00010439438,0.000076856675,0.000051693896,0.00012458902,0.00010587677],"domain_scores_gemma":[0.99839526,0.0006572349,0.00047279755,0.000032447595,0.0002549564,0.00018736339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008246907,0.00016246957,0.0003355817,0.0008527072,0.00082319,0.00052267103,0.00030857362,0.000346352,0.0034346143],"category_scores_gemma":[0.0029065085,0.00033707698,0.0002509022,0.000728243,0.00032404234,0.0005550944,0.00033128716,0.00046906146,0.00033698062],"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":[0.00018942797,0.0012636272,0.9599964,0.00035444993,0.000032894925,0.0015005514,0.024886448,0.0000369352,0.0009047408,0.00013249059,0.00083225314,0.009869847],"study_design_scores_gemma":[0.000026052381,0.0023486847,0.9128714,0.00022545694,0.00003481091,0.0016743557,0.07981268,0.00020685146,0.00039088246,0.000069750706,0.0023163294,0.000022802136],"about_ca_topic_score_codex":0.005106103,"about_ca_topic_score_gemma":0.0072243633,"teacher_disagreement_score":0.005106103,"about_ca_system_score_codex":0.00071827066,"about_ca_system_score_gemma":0.0009530136,"threshold_uncertainty_score":0.011489987},"labels":[],"label_agreement":null},{"id":"W4380089268","doi":"10.33545/26642298.2023.v5.i1b.111","title":"Effect of implementing educational program on pregnant women's knowledge, and practice regarding cervical cerclage","year":2023,"lang":"en","type":"article","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"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; Cervical cerclage; Cervical insufficiency; Obstetrics; Interview; Educational program; Pregnancy; Gynecology; Family medicine; Gestation","score_opus":0.020054574623902102,"score_gpt":0.3780015044852015,"score_spread":0.3579469298612994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380089268","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":[0.997398,0.00033119123,0.000099823046,0.00045349626,0.000043380198,0.00048694195,0.00005511527,0.000021217727,0.001110862],"genre_scores_gemma":[0.9956863,0.0006407507,0.0014505929,0.00018792585,0.000053481024,0.00083693594,0.00008065696,0.0000024231229,0.0010608718],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992555,0.00033424082,0.000050459643,0.00007839251,0.00011128569,0.0001700997],"domain_scores_gemma":[0.9966446,0.0015769581,0.0005231245,0.000100187426,0.0001972056,0.00095792854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013541604,0.00026593677,0.00042851202,0.00034079433,0.00040552585,0.00031860798,0.00040568438,0.00064071285,0.0039746515],"category_scores_gemma":[0.006225291,0.00019849662,0.00041924565,0.00023108062,0.00023646565,0.0002609265,0.00045663374,0.0007916915,0.00020458667],"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":[0.022414379,0.23280765,0.1897349,0.004219915,0.00037341687,0.0009923768,0.0073911375,0.0013006405,0.008993701,0.00048490017,0.0032673783,0.52801967],"study_design_scores_gemma":[0.0054954095,0.14019431,0.8388487,0.0013011169,0.0007196608,0.00027436748,0.00309054,0.0015402477,0.0035131364,0.0002309172,0.0047368286,0.000054829918],"about_ca_topic_score_codex":0.0034225644,"about_ca_topic_score_gemma":0.0030077714,"teacher_disagreement_score":0.0039746515,"about_ca_system_score_codex":0.000425285,"about_ca_system_score_gemma":0.0018883924,"threshold_uncertainty_score":0.013296545},"labels":[],"label_agreement":null},{"id":"W4383115797","doi":"10.33545/26642298.2022.v4.i1a.76","title":"Effectiveness of implementing evidence-based guidelines on nurses' knowledge regarding caring of aborted women","year":2022,"lang":"en","type":"article","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Interprofessional Education and Collaboration","field":"Health Professions","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":"Women's Health Research Institute","funders":"","keywords":"Medicine; Abortion; Test (biology); Nursing; Family medicine; Curriculum; Evidence-based practice; Workforce; Obstetrics; Alternative medicine; Psychology; Pregnancy","score_opus":0.09076613886557504,"score_gpt":0.48294852726261667,"score_spread":0.3921823883970416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383115797","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":[0.98975766,0.0031832124,0.00054064,0.0015947528,0.0001008657,0.0009948976,0.00010922941,0.000030433934,0.0036883482],"genre_scores_gemma":[0.9903234,0.0028578758,0.0051908405,0.00024408306,0.000044234148,0.0005764103,0.00009892065,0.0000035321889,0.00066063146],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9892786,0.0063716476,0.0012183835,0.00035856228,0.0024109583,0.0003618649],"domain_scores_gemma":[0.95432127,0.029936943,0.007886011,0.0011350133,0.0037341723,0.0029865485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011319778,0.00022646805,0.00053851353,0.0006160496,0.00031115854,0.00077874947,0.00075618527,0.0007957595,0.0020869928],"category_scores_gemma":[0.05951619,0.00025446748,0.00085388985,0.0004717168,0.00023341655,0.00088283303,0.0007791875,0.00087160646,0.00017222029],"study_design_candidate":"nonrandomized_trial","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":[0.0048957462,0.038438343,0.1896322,0.011190365,0.0010420281,0.00024133053,0.006365764,0.002731154,0.004422449,0.00042490684,0.0022269622,0.73838884],"study_design_scores_gemma":[0.0023008485,0.04769486,0.91147906,0.013549941,0.0023907658,0.00029092343,0.0045067035,0.0033501964,0.0053406972,0.0005244123,0.008454527,0.000117040225],"about_ca_topic_score_codex":0.0019274958,"about_ca_topic_score_gemma":0.004317145,"teacher_disagreement_score":0.011319778,"about_ca_system_score_codex":0.00075624214,"about_ca_system_score_gemma":0.0045874533,"threshold_uncertainty_score":0.059865415},"labels":[],"label_agreement":null},{"id":"W4383118107","doi":"10.33545/26642298.2019.v1.i2a.20","title":"Effect of counseling model on sexual dysfunction among women with diabetes","year":2019,"lang":"en","type":"article","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"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":"Sexual function; Sexual dysfunction; Outpatient clinic; Diabetes mellitus; Medicine; Clinical psychology; Interview; Family medicine; Physical therapy; Psychiatry; Internal medicine; Endocrinology","score_opus":0.012716381596547777,"score_gpt":0.2757636206455797,"score_spread":0.26304723904903193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383118107","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":[0.9958788,0.0013093156,0.00008392163,0.00041700955,0.000036769758,0.00011576547,0.00006708475,0.000012529252,0.0020787835],"genre_scores_gemma":[0.9977076,0.00095491426,0.00039944393,0.00013265538,0.000018995528,0.0000830784,0.000058188096,0.0000012362824,0.00064383756],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.999529,0.00025105273,0.000025260864,0.000027770688,0.000112472146,0.000054480322],"domain_scores_gemma":[0.99859506,0.00079083734,0.00017741846,0.000044540913,0.00007432471,0.00031788045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079970626,0.00015374026,0.00022835727,0.00018832837,0.00035122086,0.0002934439,0.00023877584,0.00026773135,0.004859098],"category_scores_gemma":[0.0039625205,0.00008247215,0.00031851325,0.00015020231,0.000107515945,0.00019528515,0.00025038794,0.00048384033,0.00015804873],"study_design_candidate":"nonrandomized_trial","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":[0.011020355,0.04283172,0.33981413,0.0019783336,0.00059080974,0.00035226985,0.003600711,0.000793349,0.0027368572,0.00040278255,0.0027097638,0.59316885],"study_design_scores_gemma":[0.0019015948,0.053783745,0.9216579,0.0017526331,0.0011275078,0.0006391054,0.005697626,0.003067776,0.0015935764,0.00051972776,0.008202958,0.0000558744],"about_ca_topic_score_codex":0.001655706,"about_ca_topic_score_gemma":0.0023744667,"teacher_disagreement_score":0.004859098,"about_ca_system_score_codex":0.00022770111,"about_ca_system_score_gemma":0.00060183334,"threshold_uncertainty_score":0.01625526},"labels":[],"label_agreement":null},{"id":"W4387144031","doi":"10.33545/26642298.2023.v5.i2a.122","title":"Midwife led maternity care: Assessment of autonomy and dignity of mothers during labour using MOR index","year":2023,"lang":"en","type":"article","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Global Maternal and Child 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":"Dignity; Autonomy; Nursing; Population; Medicine; Index (typography); Care work; Psychology; Family medicine; Political science; Environmental health; Work (physics)","score_opus":0.023844448070318564,"score_gpt":0.34666144294846,"score_spread":0.32281699487814147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387144031","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":[0.9908392,0.00067613734,0.0013281044,0.0003374771,0.000024123032,0.00038216278,0.00052813155,0.000024261784,0.0058605145],"genre_scores_gemma":[0.98851204,0.0013062133,0.0056007844,0.000114730305,0.000022477365,0.00060510077,0.00057839946,0.00000637867,0.0032538977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988834,0.000381969,0.00021076153,0.0000754978,0.00033098238,0.0001173059],"domain_scores_gemma":[0.99749315,0.0005136936,0.0011820035,0.00010110526,0.0003720233,0.0003380118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014413224,0.00022560684,0.00028744817,0.00085738825,0.00044775588,0.00061542843,0.0003790572,0.00032250077,0.0022488933],"category_scores_gemma":[0.004640696,0.00017971276,0.00052008533,0.00048315316,0.00028264162,0.0004115251,0.0011451375,0.0006102098,0.00020494183],"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":[0.00047421618,0.00047062192,0.8750021,0.00075139,0.000110369416,0.0006363277,0.012805915,0.00026267522,0.0067807115,0.00043035086,0.0017528083,0.10052247],"study_design_scores_gemma":[0.00002064652,0.0012707596,0.9804583,0.00018835848,0.000045249293,0.0009078424,0.008805637,0.0006772317,0.002887921,0.00034431944,0.0043504434,0.000043344393],"about_ca_topic_score_codex":0.0012544576,"about_ca_topic_score_gemma":0.0027780822,"teacher_disagreement_score":0.0022488933,"about_ca_system_score_codex":0.00064710743,"about_ca_system_score_gemma":0.0006204273,"threshold_uncertainty_score":0.0076225996},"labels":[],"label_agreement":null},{"id":"W4393867127","doi":"10.33545/26642298.2024.v6.i1a.134","title":"Effectiveness of massage therapy in reducing labor pain compared with other alternative therapies among pregnant women: A systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Obstetrics and Gynaecological Nursing","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Massage; Medicine; Physical therapy; Labor pain; Alternative medicine; Physical medicine and rehabilitation; Pregnancy","score_opus":0.05254382007988292,"score_gpt":0.3726870887278166,"score_spread":0.3201432686479337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393867127","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":[0.0026701244,0.9957632,0.00010873274,0.00016739467,0.00008714952,0.00068073295,0.00021557602,0.0000088310235,0.00029817087],"genre_scores_gemma":[0.0341912,0.9630603,0.00082899333,0.00040475433,0.00007491691,0.0011384775,0.00015435384,0.000004553312,0.0001423388],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99371004,0.0023390597,0.0020480056,0.0003796828,0.0013549755,0.00016819057],"domain_scores_gemma":[0.9836099,0.011751348,0.003057178,0.00017348329,0.0011717959,0.00023620336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061319894,0.0011793217,0.009263295,0.0066635413,0.00074940507,0.002513775,0.0015811386,0.001941755,0.0042894846],"category_scores_gemma":[0.0259838,0.00091222295,0.008831843,0.0061106784,0.0007870027,0.001930088,0.0011951359,0.0012601549,0.00019703485],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038155937,0.000031973574,0.0003606103,0.968863,0.006843838,0.00007196675,0.00016674976,0.000056151177,0.00012180039,0.00009100374,0.00035693395,0.02265433],"study_design_scores_gemma":[0.00089690834,0.0007799538,0.0045235483,0.8796778,0.10421035,0.00038923917,0.00043222753,0.00015187296,0.00026090248,0.00017878153,0.008461956,0.000036564536],"about_ca_topic_score_codex":0.0061263307,"about_ca_topic_score_gemma":0.0174873,"teacher_disagreement_score":0.009263295,"about_ca_system_score_codex":0.0036744794,"about_ca_system_score_gemma":0.009730704,"threshold_uncertainty_score":0.032429457},"labels":[],"label_agreement":null}]}