{"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":"9348ea36e1f8","filters":{"venue":"Serican Journal of Medicine"}},"results":[{"id":"W4406586178","doi":"10.17161/sjm.v2i1.23085","title":"Challenges in Translational Benign Prostatic Hyperplasia Research","year":2025,"lang":"en","type":"article","venue":"Serican Journal of Medicine","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Universitas Indonesia","keywords":"Hyperplasia; Translational research; Medicine; Urology; Pathology","authors":[{"name":"Connor M. Forbes","is_ca":true},{"name":"Taotao Lu","is_ca":true},{"name":"Carson Studders","is_ca":true},{"name":"Xuesen Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07754749194166628,"gpt":0.3873941936658091,"spread":0.3098467017241429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2072981,0.001612564,0.003729285,0.003137218,0.005134745,0.01323147,0.00577007,0.01001107,0.01835443],"category_scores_gemma":[0.1574301,0.001051707,0.002852579,0.003213721,0.0142236,0.02065456,0.0175794,0.02068727,0.008301049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005889042,"about_ca_system_score_gemma":0.0664738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380197,"about_ca_topic_score_gemma":0.004950393,"domain_scores_codex":[0.941718,0.03876949,0.004742504,0.004095216,0.006792251,0.003882512],"domain_scores_gemma":[0.7204551,0.1682877,0.006784614,0.02201909,0.05394253,0.02851109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008879986,0.0007786009,0.004949234,0.01316658,0.0004108667,0.0006990817,0.004446052,0.001206305,0.002621423,0.1728877,0.2618763,0.5360698],"study_design_scores_gemma":[0.0002700061,0.0009941909,0.003556482,0.01291941,0.0002651032,0.0007249197,0.007864432,0.0009439708,0.001038398,0.2928143,0.6784617,0.0001471225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002823837,0.2058118,0.01406994,0.737474,0.02741752,0.0003946374,0.0007544781,0.0003289357,0.01092485],"genre_scores_gemma":[0.08370502,0.4250781,0.1056689,0.2903914,0.08082633,0.003511737,0.003584292,0.0004651517,0.006769047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2072981,"threshold_uncertainty_score":0.9775425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406144783","doi":"10.17161/sjm.v1i1.23103","title":"The 2nd SAU Annual Conference on Urological Research","year":2024,"lang":"en","type":"article","venue":"Serican Journal of Medicine","topic":"Prostate Cancer Treatment and Research","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":"Prostate cancer; Medicine; Banquet; Opening ceremony; Library science; Cancer; Political science; Internal medicine; History; Art history","authors":[{"name":"Xiaoqi Liu","is_ca":false},{"name":"Benyi Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1305590276347263,"gpt":0.457281159422445,"spread":0.3267221317877187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007897239,0.002324132,0.001479029,0.003236929,0.002859157,0.008253546,0.00167483,0.004528784,0.05497194],"category_scores_gemma":[0.007077423,0.0005751807,0.001655858,0.001390835,0.001609499,0.002704735,0.004629384,0.007133553,0.02208579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607621,"about_ca_system_score_gemma":0.01121368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00304043,"about_ca_topic_score_gemma":0.01249499,"domain_scores_codex":[0.9947671,0.001291077,0.0002331087,0.0005131504,0.002300108,0.000895502],"domain_scores_gemma":[0.9908506,0.00061587,0.0004502728,0.0002307112,0.003482597,0.004369941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001113007,0.00005344328,0.0002716837,0.0002685692,0.00001773888,0.0001172448,0.00008166258,0.00007416122,0.0005318167,0.001258395,0.9530978,0.04411621],"study_design_scores_gemma":[0.00001041279,0.00004310733,0.0005649757,0.0002457711,0.000006862144,0.00008227543,0.00009561509,0.00004088172,0.0001675216,0.0004106485,0.9983206,0.0000113055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002899295,0.1164242,0.002227926,0.1395099,0.6509693,0.0004444919,0.001137445,0.0003924266,0.08599508],"genre_scores_gemma":[0.020212,0.09498294,0.004233414,0.0384368,0.2890444,0.000855278,0.002485099,0.0005170607,0.549233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05497194,"threshold_uncertainty_score":0.1838995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410016320","doi":"10.17161/sjm.v2i3.23747","title":"<b>Unraveling the Role of N</b><b>6</b><b>-Methyladenosine in Prostate Cancer: Implications for Prognosis and Tumor Aggression</b>","year":2025,"lang":"en","type":"article","venue":"Serican Journal of Medicine","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Prostate Cancer Foundation","keywords":"Prostate cancer; Cancer research; Internal medicine; Cancer; Medicine","authors":[{"name":"Xin Xu","is_ca":true},{"name":"X Zheng","is_ca":true},{"name":"Housheng He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00915039695204634,"gpt":0.2984281796216349,"spread":0.2892777826695886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005879091,0.0004226396,0.0004240523,0.0005910852,0.0004509812,0.001357998,0.0003457499,0.0005862226,0.002061053],"category_scores_gemma":[0.0004106064,0.0003138698,0.0003775427,0.0005793466,0.0005671708,0.0008453936,0.0006601992,0.001263553,0.0009025258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000615991,"about_ca_system_score_gemma":0.001051681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002588432,"about_ca_topic_score_gemma":0.004937348,"domain_scores_codex":[0.9997765,0.00003048305,0.00001281696,0.00008231758,0.00006205805,0.00003573914],"domain_scores_gemma":[0.9997734,0.00003356417,0.00006515024,0.00003003255,0.0000515629,0.00004615444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005121113,0.00005652041,0.01737963,0.0009208727,0.0001231999,0.000360089,0.000218304,0.001686909,0.8604152,0.004202296,0.005815833,0.108309],"study_design_scores_gemma":[0.00006254414,0.0003680189,0.08799789,0.0003525475,0.0003111826,0.001645929,0.0006896295,0.02519159,0.5994266,0.01130602,0.2725439,0.0001041922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7542285,0.1110025,0.08727539,0.00931068,0.001309977,0.0001628672,0.01017971,0.001447561,0.02508279],"genre_scores_gemma":[0.9205531,0.02915047,0.03284642,0.001846427,0.0002828607,0.00009809146,0.004362534,0.0003475103,0.01051252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002588432,"threshold_uncertainty_score":0.006894886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414098703","doi":"10.17161/sjm.v3i2.25240","title":"Expression of PGK1 in Breast Cancers Alters Their Sensitivity to Ferroptosis Induction via Metabolic Reprogramming","year":2025,"lang":"en","type":"article","venue":"Serican Journal of Medicine","topic":"Ferroptosis and cancer prognosis","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":"Brandon University","funders":"","keywords":"Breast cancer; Gene knockdown; GPX4; Kinase; Programmed cell death; Anaerobic glycolysis; Cancer; Glycolysis","authors":[{"name":"Felix Oyelami","is_ca":false},{"name":"Andrew Shinkle","is_ca":false},{"name":"Chrispus Ngule","is_ca":false},{"name":"Folake A. Oyelami","is_ca":false},{"name":"Oluwafunminiyi Obaleye","is_ca":false},{"name":"Tijesunimi Oyetunde","is_ca":true},{"name":"Xingcong Ren","is_ca":false},{"name":"Jinming Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01668964674746315,"gpt":0.2946943118679988,"spread":0.2780046651205356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004865817,0.0001645519,0.0001685767,0.000124427,0.0001196575,0.0003205469,0.0001349386,0.0001587146,0.002940807],"category_scores_gemma":[0.00007075098,0.00008478775,0.0001534672,0.0001609259,0.0001247178,0.0001430778,0.0001128927,0.0004157674,0.0008652396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407308,"about_ca_system_score_gemma":0.0001914815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006403332,"about_ca_topic_score_gemma":0.0007641333,"domain_scores_codex":[0.9999495,0.000004457765,0.000004308501,0.00001402448,0.00001198767,0.00001575894],"domain_scores_gemma":[0.9999578,0.000004681728,0.00001663347,0.000004854633,0.000004900003,0.00001111173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002577251,0.00002576881,0.0005169127,0.00009185381,0.000005624961,0.00005948858,0.00001415932,0.00008145498,0.995031,0.0001311221,0.0003040436,0.003480925],"study_design_scores_gemma":[0.00002253655,0.0001634219,0.01316834,0.00001209936,0.00002265455,0.0003733578,0.00004688912,0.0007911633,0.9760554,0.00008750112,0.009249115,0.000007354668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845121,0.005386188,0.002105367,0.0004790188,0.0001558056,0.00003385583,0.002186619,0.0003567504,0.004784334],"genre_scores_gemma":[0.9866742,0.002686378,0.001139649,0.0001271633,0.00001958518,0.00003759635,0.00171497,0.0000375089,0.007562885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002940807,"threshold_uncertainty_score":0.009837985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406586353","doi":"10.17161/sjm.v2i1.23166","title":"Targeting Lin28: Insights into Biology and Advances with AI-Driven Drug Development","year":2025,"lang":"en","type":"article","venue":"Serican Journal of Medicine","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; U.S. Department of Defense","keywords":"Drug development; Biology; LIN28; Computational biology; Drug; Engineering ethics; Cognitive science; Psychology; Engineering; Pharmacology; Genetics","authors":[{"name":"Victor M. Matias-Barrios","is_ca":true},{"name":"Ekaterina Manskaia","is_ca":true},{"name":"Artem Cherkasov","is_ca":true},{"name":"Xuesen Dong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004419350492580294,"gpt":0.2588064207119746,"spread":0.2543870702193943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006477578,0.0004952963,0.0004815838,0.0006082623,0.0002210877,0.001117236,0.0004346537,0.0005937053,0.001491182],"category_scores_gemma":[0.0005724697,0.0002033434,0.0004790029,0.0003464177,0.0009422833,0.001210062,0.0006706057,0.001700228,0.0005233772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106395,"about_ca_system_score_gemma":0.0006647098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006258413,"about_ca_topic_score_gemma":0.0009199918,"domain_scores_codex":[0.999833,0.00004182457,0.000008448404,0.00002738599,0.00006181447,0.00002743853],"domain_scores_gemma":[0.9998015,0.00008630537,0.00002884771,0.00001654109,0.0000345276,0.00003228443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003831804,0.0004411606,0.001771686,0.002099265,0.0001374927,0.0006134048,0.0002213903,0.02115534,0.1481443,0.1511332,0.01131206,0.6625876],"study_design_scores_gemma":[0.0003044964,0.002420596,0.002961384,0.0007993651,0.0001856189,0.002665285,0.0002543825,0.08408545,0.1603984,0.1765792,0.569185,0.0001607627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06970245,0.686613,0.1697277,0.0239636,0.001026959,0.0001847192,0.0003372981,0.0008009138,0.04764336],"genre_scores_gemma":[0.449741,0.4591316,0.07522215,0.003722605,0.0007646801,0.0001863967,0.0002698121,0.0001114713,0.01085015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001491182,"threshold_uncertainty_score":0.007719457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}