{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"4ee233d7dd8f","filters":{"venue":"Journal of Maternal and Child Health"}},"results":[{"id":"W4393971632","doi":"10.26911/thejmch.2024.09.02.06","title":"A Systematic Review of NT-proBNP as Prognostic Biomarker for Preeclampsia Complications","year":2024,"lang":"en","type":"review","venue":"Journal of Maternal and Child Health","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universitas Sebelas Maret","keywords":"Preeclampsia; Biomarker; Medicine; Internal medicine; Cardiology; Intensive care medicine; Pregnancy; Biology","authors":[{"name":"Muhammad Adrianes Bachnas","is_ca":false},{"name":"Aiman Hilmi Asaduddin","is_ca":false},{"name":"Agni Shalha Ali","is_ca":false},{"name":"Ardhia Fefrine Indarta","is_ca":false},{"name":"Shafira Yasmine Anshari","is_ca":false},{"name":"Ratih Puspita Febrinasari","is_ca":false},{"name":"Vitri Widyaningsih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06009164445261964,"gpt":0.390861366552433,"spread":0.3307697220998134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009298647,0.001935516,0.01051646,0.01643868,0.0007965458,0.002713817,0.002291294,0.001908026,0.005661401],"category_scores_gemma":[0.04451187,0.001133681,0.009987945,0.0153064,0.0009512219,0.002446075,0.001887147,0.001023872,0.0003883855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005171596,"about_ca_system_score_gemma":0.01814254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076083,"about_ca_topic_score_gemma":0.02685601,"domain_scores_codex":[0.9888419,0.003852287,0.004577667,0.0007543031,0.0016574,0.0003163786],"domain_scores_gemma":[0.9733137,0.01735567,0.005786689,0.0004253838,0.002786176,0.000332439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001380891,0.000008796451,0.0006477121,0.9758899,0.007866864,0.00008544621,0.0001318252,0.00007259144,0.00008792423,0.0001269199,0.0008061209,0.01413788],"study_design_scores_gemma":[0.0002457811,0.0001809834,0.003581415,0.8999552,0.08444352,0.0003215381,0.0002308365,0.00009932963,0.0001284869,0.0002136617,0.01056487,0.0000343654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00172123,0.9950395,0.0002904584,0.0003967064,0.0001552932,0.001024914,0.0009850876,0.00001548886,0.0003713102],"genre_scores_gemma":[0.02182868,0.973081,0.001256418,0.0006846084,0.0001059595,0.002237069,0.0005740107,0.000008625545,0.0002236967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01643868,"threshold_uncertainty_score":0.04917657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392977388","doi":"10.26911/thejmch.2024.09.01.12","title":"Effect of Closed Kinetic Chain Exercise to Reduce Pain and Increase Functional Ability in Patient with Osteoarthritis Genu","year":2024,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Problem Solving Skills Development","field":"Health Professions","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":"Osteoarthritis; Medicine; Physical therapy; Physical medicine and rehabilitation; Kinetic energy; Alternative medicine; Physics","authors":[{"name":"Siti Fadhilah","is_ca":false},{"name":"Agus Widodo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007394851335578784,"gpt":0.292524088922032,"spread":0.2851292375864532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003372686,0.0002819884,0.0005783915,0.0002072028,0.0002112121,0.0001639595,0.0002144015,0.0003694658,0.004224437],"category_scores_gemma":[0.001022932,0.00009883309,0.0004618766,0.000120357,0.0002053689,0.0001674184,0.0002378529,0.0003727377,0.0001352796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153737,"about_ca_system_score_gemma":0.0003100694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003744729,"about_ca_topic_score_gemma":0.0007608587,"domain_scores_codex":[0.9998391,0.00006718877,0.00001902506,0.00002135465,0.00002958894,0.00002372177],"domain_scores_gemma":[0.9995062,0.000226641,0.00008510775,0.00001326497,0.00003559019,0.0001331888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2340021,0.1803571,0.0373528,0.009139209,0.001709556,0.0004873399,0.0009923668,0.0007643009,0.03775676,0.0002507374,0.001935634,0.4952522],"study_design_scores_gemma":[0.04750683,0.6037289,0.3364394,0.0009127337,0.001301085,0.0004878407,0.0006178746,0.0009556577,0.004775881,0.0002509886,0.002977397,0.00004536163],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99567,0.002869378,0.0001405316,0.0001609837,0.00009241228,0.0002314454,0.00005470648,0.000009992612,0.0007705266],"genre_scores_gemma":[0.9964766,0.001540167,0.0009210738,0.0001349627,0.00008999152,0.0002958965,0.00007271601,0.000001614536,0.0004669311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004224437,"threshold_uncertainty_score":0.0141322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362502132","doi":"10.26911/thejmch.2023.08.02.01","title":"Meta-Analysis: Effect of Bullying on the Risk of Suicide in Adolescents","year":2023,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Suicide prevention; Poison control; Occupational safety and health; Injury prevention; Medicine; Odds ratio; Mental health; Psychiatry; Human factors and ergonomics; Cross-sectional study; Psychology; Clinical psychology; Environmental health","authors":[{"name":"Sholikha Dela Aprilia","is_ca":false},{"name":"Hanung Prasetya","is_ca":false},{"name":"Bhisma Murti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04216707004496201,"gpt":0.3401047253999798,"spread":0.2979376553550178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01595656,0.003083874,0.01760563,0.007564787,0.0008133162,0.004308261,0.002346728,0.003068108,0.003991556],"category_scores_gemma":[0.04187315,0.001408025,0.06284712,0.006509929,0.0007104865,0.002275166,0.00158949,0.003173253,0.0002923022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463459,"about_ca_system_score_gemma":0.003713378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008178424,"about_ca_topic_score_gemma":0.01187026,"domain_scores_codex":[0.9872962,0.006694704,0.003161202,0.001263105,0.001291218,0.0002935974],"domain_scores_gemma":[0.9744801,0.01974723,0.003076622,0.0009185441,0.001484705,0.000292881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00139804,0.00002707751,0.003956705,0.1411184,0.8459986,0.0001087554,0.00005383219,0.0004011759,0.0001227953,0.0001084888,0.0004456511,0.006260399],"study_design_scores_gemma":[0.00034251,0.0001349934,0.002653593,0.01037916,0.9851072,0.00007380539,0.00002617912,0.0001607271,0.00008214934,0.0001671775,0.0008579209,0.00001453915],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005796013,0.9912298,0.0009023479,0.0003411341,0.0003951393,0.0002781624,0.0006445802,0.00005899927,0.0003538466],"genre_scores_gemma":[0.277565,0.7113035,0.004941421,0.001856135,0.000640144,0.0015557,0.001379343,0.00008150296,0.0006773417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01760563,"threshold_uncertainty_score":0.08438742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390655974","doi":"10.26911/thejmch.2023.08.06.10","title":"Meta-Analysis of Associations between Maternal Age, Low Hemoglobin Level during Pregnancy, Low Birth Weight, and Preterm Birth","year":2024,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Low birth weight; Anemia; Obstetrics; Premature birth; Birth weight; Cohort study; Cohort; Population; Pediatrics; Incidence (geometry); Gestational age; Internal medicine; Environmental health","authors":[{"name":"Ima Kusumawati","is_ca":false},{"name":"Bhisma Murti","is_ca":false},{"name":"Eti Poncorini Pamungkasari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03854841983184828,"gpt":0.3002674622999241,"spread":0.2617190424680759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0166528,0.002780187,0.01715705,0.006166352,0.0007591915,0.003759607,0.002163486,0.002595088,0.003596144],"category_scores_gemma":[0.04227334,0.001311148,0.04700835,0.006544369,0.000648757,0.001448079,0.001407158,0.00220857,0.0002843225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381069,"about_ca_system_score_gemma":0.00369219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008547546,"about_ca_topic_score_gemma":0.01260614,"domain_scores_codex":[0.9889425,0.006164407,0.002494438,0.001144085,0.0009048777,0.0003496522],"domain_scores_gemma":[0.9676498,0.02639908,0.003287054,0.000994315,0.0013687,0.0003011307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002298902,0.00003246689,0.006576889,0.1284926,0.8552045,0.0001128302,0.00004626589,0.0005359237,0.000149588,0.0001091793,0.0005105697,0.005930246],"study_design_scores_gemma":[0.0003661289,0.0001601113,0.003417629,0.006254412,0.9885553,0.00005637969,0.00001898614,0.0001802674,0.00007487253,0.0001313684,0.0007727699,0.00001182281],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008972663,0.9880965,0.0007494481,0.0003149584,0.0003359357,0.0002781479,0.0008833496,0.0000445731,0.000324575],"genre_scores_gemma":[0.2932706,0.6955714,0.004261002,0.001523879,0.0006311894,0.002028375,0.001908794,0.00006043204,0.0007443718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01715705,"threshold_uncertainty_score":0.08806944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225956631","doi":"10.26911/thejmch.2022.07.02.05","title":"Excess Weight Gain in Pregnant Women and Prematurity: A Meta-Analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Weight gain; Medicine; Obstetrics; Birth weight; Pregnancy; Odds ratio; Cohort study; Gestational age; Low birth weight; Premature birth; Meta-analysis; Gestation; Cohort; Pediatrics; Internal medicine; Body weight","authors":[{"name":"Annisa Fitriana Damalita","is_ca":false},{"name":"Yulia Lanti Retno Dewi","is_ca":false},{"name":"Uki Retno Budihastuti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02787465963082921,"gpt":0.3062408077296747,"spread":0.2783661480988455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01352229,0.002819483,0.01617252,0.00633098,0.0007563867,0.003438751,0.001913672,0.002247018,0.003124703],"category_scores_gemma":[0.02778642,0.001581406,0.05661303,0.006905476,0.0006080122,0.001521575,0.001509933,0.002164105,0.0002534102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235528,"about_ca_system_score_gemma":0.003265299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220837,"about_ca_topic_score_gemma":0.01473573,"domain_scores_codex":[0.9924392,0.003617307,0.001974104,0.000828408,0.0008070261,0.0003340961],"domain_scores_gemma":[0.9842436,0.01130673,0.002308382,0.0007001367,0.001156357,0.0002847096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002583435,0.00004295102,0.008628898,0.1136696,0.8679359,0.0001814377,0.0000612577,0.0006073767,0.0002014475,0.00008579646,0.000350352,0.00565151],"study_design_scores_gemma":[0.0003723818,0.0001594554,0.003697195,0.005528436,0.9893167,0.00008148551,0.00002354508,0.0001990068,0.00005992399,0.00009463976,0.0004534191,0.00001375291],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01317754,0.9844789,0.0007861718,0.0002361623,0.0002267693,0.0003156623,0.0004421263,0.00003721389,0.0002994199],"genre_scores_gemma":[0.3528697,0.6398048,0.003234056,0.0008823913,0.0003770684,0.001378129,0.0009426646,0.00003878222,0.0004722609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01617252,"threshold_uncertainty_score":0.07151359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115813202","doi":"","title":"Meta Analysis: Effect of Oral Contraceptives on Obesity in Fertile Age Women in Asia","year":2020,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Observational study; Population; Obesity; Demography; Odds ratio; Gynecology; Environmental health; Internal medicine","authors":[{"name":"Muhammad Zia Ulhaq","is_ca":false},{"name":"Eti Poncorini Pamungkasari","is_ca":false},{"name":"Bhisma Murti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027014192066325,"gpt":0.3125440089789764,"spread":0.2855298169126514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01359956,0.003029005,0.01556908,0.006151438,0.0006288634,0.003621563,0.001689687,0.002172413,0.002878326],"category_scores_gemma":[0.02696356,0.001218731,0.05314557,0.006066109,0.0004997284,0.001638868,0.001202443,0.002178506,0.0002191399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022476,"about_ca_system_score_gemma":0.003169923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008241287,"about_ca_topic_score_gemma":0.01150897,"domain_scores_codex":[0.9911465,0.005187046,0.001744081,0.0008172038,0.0008208042,0.000284313],"domain_scores_gemma":[0.9864185,0.01008967,0.00174758,0.0004832888,0.001058359,0.0002024953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003443154,0.0000367106,0.006860214,0.1084146,0.8722616,0.0001550712,0.00005566196,0.0005411119,0.0002090739,0.0001027352,0.000417745,0.007502237],"study_design_scores_gemma":[0.0005491117,0.0001988107,0.003801484,0.006660223,0.9876276,0.00006912086,0.00002946839,0.0001863489,0.0001036259,0.0001046736,0.000656278,0.0000133026],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01224518,0.985374,0.0006679675,0.0002862717,0.0003130651,0.0002288693,0.0004504882,0.00004027989,0.0003939045],"genre_scores_gemma":[0.323336,0.6695351,0.003007959,0.0009846681,0.0004883485,0.001067338,0.000979266,0.00004432528,0.000556952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01556908,"threshold_uncertainty_score":0.07192218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7089672335","doi":"10.26911/thejmch.2025.10.05.03","title":"Cancer in Pregnancy in Indonesia: A Global Review and 2022–2025 Cohort Analysis of Maternal and Neonatal Outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of Maternal and Child Health","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pregnancy; Cohort study; Cancer; Gestational diabetes; Global health; Cohort; Observational study; Population; Premature birth","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005627703663375457,"gpt":0.3058877176871947,"spread":0.3002600140238193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008826777,0.001017718,0.004822647,0.01230322,0.0005692939,0.001938951,0.001205322,0.0009680714,0.002688682],"category_scores_gemma":[0.02141526,0.000792674,0.008626041,0.0123332,0.0005951296,0.00156717,0.001648115,0.0009137788,0.0002014017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429743,"about_ca_system_score_gemma":0.008758485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522199,"about_ca_topic_score_gemma":0.03142326,"domain_scores_codex":[0.9924624,0.001551137,0.003975627,0.0006596386,0.001050365,0.0003008617],"domain_scores_gemma":[0.9854535,0.007756504,0.0040999,0.0004348409,0.002039397,0.0002159293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000695608,0.00003928512,0.0336366,0.8439835,0.03570353,0.0004854356,0.0006352062,0.0002460845,0.0003042405,0.0003839146,0.0030673,0.08081923],"study_design_scores_gemma":[0.0002173574,0.0003115256,0.1148493,0.6799919,0.1800607,0.001633557,0.001029336,0.0002284907,0.0003048849,0.0003875067,0.02089788,0.00008746635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005716064,0.9911447,0.0001422375,0.0002992407,0.00008041412,0.0002409622,0.002024054,0.000008442075,0.000343901],"genre_scores_gemma":[0.07456949,0.9214902,0.00083465,0.0005812011,0.00009235311,0.0006738477,0.001619156,0.00001186165,0.0001272423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01522199,"threshold_uncertainty_score":0.04668105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}