{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":31,"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":"9c181d17265c","filters":{"venue":"MedComm"}},"results":[{"id":"W4210892232","doi":"10.1002/mco2.118","title":"Graphene and graphene oxide with anticancer applications: Challenges and future perspectives","year":2022,"lang":"en","type":"review","venue":"MedComm","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Graphene; Nanotechnology; Biocompatibility; Surface modification; Materials science; Drug delivery; Photothermal therapy; Cancer therapy; Oxide; Graphite; Chemistry; Cancer; Medicine","authors":[{"name":"Ali Shafiee","is_ca":true},{"name":"Siavash Iravani","is_ca":false},{"name":"Rajender S. Varma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02363597512275732,"gpt":0.253394350424971,"spread":0.2297583753022137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006559078,0.0005009842,0.0004592691,0.0006672509,0.0003586014,0.001074783,0.0004626463,0.002101743,0.002630359],"category_scores_gemma":[0.000413103,0.0001670104,0.000236793,0.0008207913,0.0007648508,0.001703338,0.0008580878,0.001114287,0.0008775841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129058,"about_ca_system_score_gemma":0.0007108444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003785685,"about_ca_topic_score_gemma":0.001170509,"domain_scores_codex":[0.9997577,0.00006075639,0.00001238083,0.0000396882,0.00008569029,0.00004374228],"domain_scores_gemma":[0.9997466,0.0001182207,0.000035546,0.00001089856,0.00004442758,0.00004433261],"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":[0.0002592312,0.0002384415,0.0008262279,0.008047187,0.00004826856,0.001778318,0.0003790828,0.002653178,0.05755433,0.07264607,0.04423575,0.8113338],"study_design_scores_gemma":[0.00001759761,0.0006024994,0.001467419,0.001042834,0.00004356511,0.002400753,0.0005851234,0.003586878,0.01877169,0.04172918,0.9296631,0.00008945938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003998406,0.9807927,0.001727354,0.007336223,0.0004989692,0.000009018924,0.00003362496,0.00003422755,0.005569441],"genre_scores_gemma":[0.05203732,0.9338346,0.004434421,0.002371205,0.001895915,0.0000343208,0.0000766879,0.000009523665,0.005306019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002630359,"threshold_uncertainty_score":0.008799434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402567302","doi":"10.1002/mco2.724","title":"Copper homeostasis and cuproptosis in health and disease","year":2024,"lang":"en","type":"review","venue":"MedComm","topic":"Trace Elements in Health","field":"Nursing","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Shanghai Rising-Star Program; National Natural Science Foundation of China; Natural Science Foundation of Shanghai","keywords":"Disease; Homeostasis; Biology; Bioinformatics; Neuroscience; Medicine; Cell biology; Pathology","authors":[{"name":"Yunuo Yang","is_ca":false},{"name":"Jiaxuan Wu","is_ca":false},{"name":"Lisheng Wang","is_ca":true},{"name":"Guang Ji","is_ca":false},{"name":"Yanqi Dang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07168408070126661,"gpt":0.416720089567473,"spread":0.3450360088662064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006480044,0.0005991494,0.001020474,0.002409765,0.0003468503,0.0009527644,0.0005546532,0.0009318965,0.004456145],"category_scores_gemma":[0.001520952,0.0001816154,0.000674706,0.002274918,0.0004379001,0.000801062,0.0007508529,0.000968661,0.0009949011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007177767,"about_ca_system_score_gemma":0.002309024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425364,"about_ca_topic_score_gemma":0.00478849,"domain_scores_codex":[0.9996374,0.00009368735,0.00006904449,0.0000426387,0.0001246715,0.00003269444],"domain_scores_gemma":[0.9995189,0.0002675682,0.00007150026,0.00001116653,0.0001047035,0.00002622788],"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":[0.00007654897,0.00004570669,0.0003740166,0.06907763,0.0002356083,0.000188252,0.0001910383,0.0002066913,0.0007800865,0.005261937,0.04145651,0.8821059],"study_design_scores_gemma":[0.0000208632,0.00008664399,0.001877834,0.0254345,0.0003237284,0.001373883,0.0002043611,0.00007317611,0.0003266291,0.003410979,0.9668465,0.00002080295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008817122,0.9987566,0.00005001701,0.0003126427,0.0001276119,0.00000368164,0.00001535584,0.000004388095,0.000641482],"genre_scores_gemma":[0.0008834432,0.9983544,0.00009912578,0.0001860625,0.00008287254,0.000005842955,0.00002365914,8.958274e-7,0.0003637027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004456145,"threshold_uncertainty_score":0.01490724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289202503","doi":"10.1002/mco2.154","title":"Inflammatory pathways in COVID‐19: Mechanism and therapeutic interventions","year":2022,"lang":"en","type":"review","venue":"MedComm","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Cytokine storm; Cytokine; Immune system; Immunology; Medicine; Inflammation; Pathogenesis; Mechanism (biology); Coronavirus; Proinflammatory cytokine; Cytokine release syndrome; Signal transduction; Coronavirus disease 2019 (COVID-19); Disease; Immunotherapy; Biology; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Yujie Jiang","is_ca":true},{"name":"Tingmei Zhao","is_ca":true},{"name":"Xueyan Zhou","is_ca":true},{"name":"Xiang Yu","is_ca":false},{"name":"Pedro Gutiérrez‐Castrellón","is_ca":false},{"name":"Xuelei Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3201991412400178,"gpt":0.5163373674899033,"spread":0.1961382262498855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006315949,0.0008015885,0.001267951,0.0019112,0.0002755152,0.0009448644,0.0008154868,0.001183044,0.003408696],"category_scores_gemma":[0.0006820682,0.0002492031,0.0007471698,0.001205361,0.0004555712,0.001129445,0.0006358163,0.002047313,0.001231161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960785,"about_ca_system_score_gemma":0.001148725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008158615,"about_ca_topic_score_gemma":0.00169721,"domain_scores_codex":[0.9998149,0.00004055083,0.00002931631,0.00003120395,0.00005718327,0.00002682057],"domain_scores_gemma":[0.9997559,0.0001158634,0.00003726154,0.00000789518,0.00006080531,0.00002222462],"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":[0.0001706289,0.0001529973,0.0002079662,0.02719723,0.0001516188,0.0001542456,0.00006802558,0.0004152528,0.002003152,0.005259934,0.02653241,0.9376866],"study_design_scores_gemma":[0.00007795818,0.0003178909,0.001243202,0.01149136,0.0002811816,0.00116944,0.0001168162,0.0002139917,0.0008472298,0.003884333,0.9803256,0.00003096426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006768356,0.9992066,0.0000444666,0.0002204812,0.0001324706,0.000004131374,0.000009233066,0.00000397744,0.00031102],"genre_scores_gemma":[0.0005188339,0.9988644,0.00007964734,0.000166561,0.0001135372,0.000007226493,0.00001757109,6.220416e-7,0.0002315524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003408696,"threshold_uncertainty_score":0.01140326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401844652","doi":"10.1002/mco2.694","title":"Mechanisms of resistance to tyrosine kinase inhibitor‐targeted therapy and overcoming strategies","year":2024,"lang":"en","type":"review","venue":"MedComm","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Targeted therapy; Medicine; Tyrosine-kinase inhibitor; Drug resistance; Acquired resistance; Mechanism (biology); Tumor microenvironment; Cancer; Cancer research; Biology; Internal medicine","authors":[{"name":"Xuejin Ou","is_ca":false},{"name":"Ge Gao","is_ca":false},{"name":"Inbar A Habaz","is_ca":true},{"name":"Yongsheng Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04239765128279061,"gpt":0.3760929962378824,"spread":0.3336953449550918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004107266,0.0005922057,0.0008582957,0.001789443,0.0002484214,0.0008144788,0.0006360409,0.0008283802,0.003376703],"category_scores_gemma":[0.0003976928,0.0002406342,0.0004965535,0.0009815492,0.0003558716,0.0008868919,0.0004985428,0.001320127,0.001443504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006053746,"about_ca_system_score_gemma":0.0007272934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007017212,"about_ca_topic_score_gemma":0.001525689,"domain_scores_codex":[0.9998228,0.00003101107,0.00001842082,0.0000289023,0.00007232899,0.00002647225],"domain_scores_gemma":[0.9998858,0.00004808937,0.00001854053,0.00000438866,0.00003279122,0.00001033104],"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":[0.00008100705,0.0001080397,0.0002734079,0.02119941,0.0001110061,0.0003321913,0.0001165535,0.001014216,0.009121106,0.01396949,0.03761571,0.9160579],"study_design_scores_gemma":[0.00001938361,0.0001219134,0.0005898246,0.001965118,0.00008029534,0.001087514,0.00005393098,0.00026307,0.002044889,0.002680107,0.9910748,0.00001924805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005617469,0.995381,0.0003643809,0.0006661008,0.0002072124,0.0000138453,0.00004662823,0.00001843896,0.002740647],"genre_scores_gemma":[0.002675166,0.9951596,0.0002611738,0.0003148917,0.0001395477,0.00001799379,0.00005369173,0.000002322018,0.001375653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003376703,"threshold_uncertainty_score":0.01129615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408301502","doi":"10.1002/mco2.70127","title":"Colorectal Cancer: Pathogenesis and Targeted Therapy","year":2025,"lang":"en","type":"review","venue":"MedComm","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Shanghai Rising-Star Program; National Natural Science Foundation of China","keywords":"Epigenetics; Reprogramming; Crosstalk; Biology; Epigenesis; Cell metabolism; Colorectal cancer; Bioinformatics; DNA methylation; Cancer; Epigenetic therapy; Cancer research; Epigenomics; Genetics; Gene; Cell; Gene expression","authors":[{"name":"Jingyuan Li","is_ca":false},{"name":"Jiashu Pan","is_ca":false},{"name":"Lisheng Wang","is_ca":true},{"name":"Guang Ji","is_ca":false},{"name":"Yanqi Dang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01708360762411372,"gpt":0.3048003001090041,"spread":0.2877166924848904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583137,0.000661236,0.0008295655,0.001328019,0.0002737344,0.0007944612,0.0007386689,0.0009799289,0.003793387],"category_scores_gemma":[0.0005515497,0.0001647348,0.0003602008,0.0009119783,0.0004794471,0.0008461472,0.0006795835,0.002007924,0.001866794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007951875,"about_ca_system_score_gemma":0.0008175331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052231,"about_ca_topic_score_gemma":0.002224861,"domain_scores_codex":[0.9998435,0.00003322093,0.00001478904,0.00002720282,0.00005843965,0.00002286636],"domain_scores_gemma":[0.9998333,0.00005631457,0.00002211728,0.000008404337,0.00005018835,0.00002959478],"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":[0.00007884845,0.00005647133,0.0001788438,0.008017084,0.00006046933,0.0002141384,0.00004312038,0.0004749278,0.002031899,0.006641222,0.07122545,0.9109775],"study_design_scores_gemma":[0.00001208621,0.00007813361,0.0005388243,0.001514956,0.00003366894,0.00079145,0.00002811313,0.0001027235,0.0003692892,0.002377667,0.9941428,0.00001022514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001323003,0.9967996,0.0001628158,0.000999347,0.0004723661,0.000004884555,0.0000211345,0.00001421945,0.001393243],"genre_scores_gemma":[0.001383,0.9961293,0.0001910551,0.0005245853,0.0004107422,0.000008348842,0.00004669008,0.000002280508,0.001304015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003793387,"threshold_uncertainty_score":0.01269013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197527143","doi":"10.1002/mco2.74","title":"Current therapeutic strategies for respiratory diseases using mesenchymal stem cells","year":2021,"lang":"en","type":"review","venue":"MedComm","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"National Natural Science Foundation of China","keywords":"Mesenchymal stem cell; Medicine; Pulmonary fibrosis; Asthma; Mechanism (biology); Stem cell; Respiratory system; Immunology; Stem-cell therapy; Fibrosis; Bioinformatics; Intensive care medicine; Pathology; Biology; Internal medicine","authors":[{"name":"Mingyao Wang","is_ca":true},{"name":"Tingyue Zhou","is_ca":true},{"name":"Zhidong Zhang","is_ca":true},{"name":"Haoyang Liu","is_ca":false},{"name":"Zhiyao Zheng","is_ca":false},{"name":"Huiqi Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3658768556413254,"gpt":0.4849185122327804,"spread":0.119041656591455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005249645,0.0008868508,0.0008420736,0.001942958,0.0003193908,0.0008697779,0.0008187703,0.001005031,0.005092952],"category_scores_gemma":[0.0004472444,0.0002104773,0.0005667385,0.001334098,0.0004752292,0.001301967,0.0007553646,0.001695336,0.002921452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668269,"about_ca_system_score_gemma":0.0006867151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004906562,"about_ca_topic_score_gemma":0.001000698,"domain_scores_codex":[0.999823,0.00002526095,0.00002582128,0.00003730013,0.00006801029,0.0000205324],"domain_scores_gemma":[0.9998323,0.00007936213,0.00002474409,0.000007739609,0.00003908519,0.00001665672],"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":[0.00004355928,0.0000830884,0.00009209072,0.01383036,0.00005121682,0.0001361973,0.00005653868,0.0002499974,0.004283907,0.005258578,0.01632575,0.9595888],"study_design_scores_gemma":[0.00001490058,0.0001125959,0.0004365148,0.002705424,0.00009473469,0.0009314362,0.00005911263,0.0001135347,0.001704591,0.002785049,0.9910234,0.00001862209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001695231,0.9971835,0.0004049542,0.0003448674,0.0002417312,0.00001087811,0.00002569629,0.00001600872,0.00160274],"genre_scores_gemma":[0.0008906701,0.9971918,0.0004362134,0.0002617936,0.0002068333,0.00001622146,0.00004839038,0.000002578993,0.0009455588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005092952,"threshold_uncertainty_score":0.01703763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387103392","doi":"10.1002/mco2.376","title":"Intratumor microbiome: selective colonization in the tumor microenvironment and a vital regulator of tumor biology","year":2023,"lang":"en","type":"review","venue":"MedComm","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"National Natural Science Foundation of China; Basic and Applied Basic Research Foundation of Guangdong Province; Guangzhou Medical University","keywords":"Microbiome; Regulator; Colonization; Master regulator; Tumor microenvironment; Biology; Computational biology; Cancer research; Microbiology; Tumor cells; Bioinformatics; Genetics; Transcription factor; Gene","authors":[{"name":"Mingjie Jiang","is_ca":true},{"name":"Zhongyuan Yang","is_ca":true},{"name":"Juanjuan Dai","is_ca":true},{"name":"Tong Wu","is_ca":false},{"name":"Zan Jiao","is_ca":false},{"name":"Yongchao Yu","is_ca":false},{"name":"Ning Kang","is_ca":false},{"name":"Weichao Chen","is_ca":false},{"name":"Ankui Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02023049947445825,"gpt":0.3234020304945576,"spread":0.3031715310200994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003707973,0.0006229289,0.0009028638,0.001640433,0.0003574684,0.001291103,0.0004856074,0.0011267,0.002907931],"category_scores_gemma":[0.0005969526,0.0001740818,0.0003824897,0.001304492,0.0006850606,0.001264086,0.0008139109,0.001498792,0.001317916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753876,"about_ca_system_score_gemma":0.001167928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008014322,"about_ca_topic_score_gemma":0.001364736,"domain_scores_codex":[0.9997875,0.00004675847,0.00001829662,0.00004026379,0.00007998131,0.00002713512],"domain_scores_gemma":[0.9997867,0.00009710281,0.00002826861,0.00000890507,0.00005290678,0.00002615462],"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":[0.00007124196,0.00004621589,0.0004516711,0.01329972,0.00007574719,0.0003135533,0.0001257669,0.000325159,0.005537121,0.0150123,0.05350981,0.9112318],"study_design_scores_gemma":[0.000005202049,0.00005026173,0.0008137168,0.001855512,0.00004176598,0.001245028,0.00007831444,0.00008297204,0.0007397934,0.003408826,0.9916619,0.00001677539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002817819,0.9952017,0.0004107063,0.0009344895,0.0007330955,0.000006076671,0.00003395801,0.00001703798,0.002381219],"genre_scores_gemma":[0.002217153,0.9950255,0.0003153733,0.000490253,0.0004259255,0.000008800243,0.00004644469,0.000003408805,0.001467149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002907931,"threshold_uncertainty_score":0.009728014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398781229","doi":"10.1002/mco2.560","title":"Therapeutic targeting of white adipose tissue metabolic dysfunction in obesity: mechanisms and opportunities","year":2024,"lang":"en","type":"review","venue":"MedComm","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Shanghai Hospital Development Center; National Natural Science Foundation of China; Innovative Research Team of High-level Local University in Shanghai","keywords":"Adipose tissue; White adipose tissue; Inflammation; Biology; Insulin resistance; Fibrosis; Adipose tissue macrophages; Adipogenesis; Medicine; Internal medicine; Endocrinology; Cancer research; Immunology; Obesity","authors":[{"name":"Zi‐Han Yang","is_ca":true},{"name":"Fangzhou Chen","is_ca":true},{"name":"Yixiang Zhang","is_ca":true},{"name":"Min‐Yi Ou","is_ca":true},{"name":"Poh‐Ching Tan","is_ca":false},{"name":"Xuewen Xu","is_ca":false},{"name":"Qingfeng Li","is_ca":false},{"name":"Shuang‐Bai Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07578256762543967,"gpt":0.3324088308896337,"spread":0.2566262632641941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006320459,0.0007723483,0.001114907,0.00189857,0.0002615978,0.0008858226,0.0008535543,0.001231377,0.003717199],"category_scores_gemma":[0.0006348121,0.0002383764,0.0006052035,0.001205329,0.0005705905,0.001225859,0.0007516784,0.002532384,0.001567613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210671,"about_ca_system_score_gemma":0.0006814435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752041,"about_ca_topic_score_gemma":0.00122757,"domain_scores_codex":[0.9998322,0.00003336393,0.00002077629,0.00002970032,0.00005984229,0.00002414057],"domain_scores_gemma":[0.9997752,0.0001062906,0.00002879725,0.000008197439,0.00005386535,0.00002753073],"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":[0.0001285015,0.000155457,0.0001155175,0.01232491,0.00008287081,0.0001923285,0.00005015949,0.0003932079,0.002802103,0.007666203,0.03116757,0.9449211],"study_design_scores_gemma":[0.00005084639,0.0002342894,0.0007221121,0.004178041,0.0001069398,0.001107431,0.00005461137,0.0002119095,0.0009024396,0.004139869,0.9882678,0.00002370825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001159566,0.9983428,0.0001431817,0.0004106026,0.0002584505,0.000004996346,0.00001307185,0.000008231983,0.0007027876],"genre_scores_gemma":[0.0006735155,0.9981641,0.0001801796,0.0002770706,0.0002033958,0.000008364118,0.00002295372,0.00000151062,0.000468995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003717199,"threshold_uncertainty_score":0.01243532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403882231","doi":"10.1002/mco2.777","title":"Targeting immunosenescence for improved tumor immunotherapy","year":2024,"lang":"en","type":"review","venue":"MedComm","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Henan Provincial Science and Technology Research Project","keywords":"Immunosenescence; Immunotherapy; Immunology; Immune system; Cancer immunotherapy; Cancer; Biology; Tumor microenvironment; Medicine; Genetics","authors":[{"name":"Zaoqu Liu","is_ca":true},{"name":"Lulu Zuo","is_ca":true},{"name":"Zhaokai Zhou","is_ca":true},{"name":"Yuhao Ba","is_ca":false},{"name":"Anning Zuo","is_ca":false},{"name":"Yuqing Ren","is_ca":false},{"name":"Chuhan Zhang","is_ca":false},{"name":"Yukang Chen","is_ca":false},{"name":"Hongxuan Ma","is_ca":false},{"name":"Yudi Xu","is_ca":false},{"name":"Peng Luo","is_ca":false},{"name":"Quan Cheng","is_ca":false},{"name":"Hui Xu","is_ca":false},{"name":"Yuyuan Zhang","is_ca":false},{"name":"Siyuan Weng","is_ca":false},{"name":"Xinwei Han","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02840585044387421,"gpt":0.3214652731432375,"spread":0.2930594226993633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004927827,0.0006870083,0.0009955287,0.001591464,0.0002655154,0.0009134724,0.0007289978,0.00120312,0.003260689],"category_scores_gemma":[0.0004970173,0.0002393973,0.0005064075,0.001036205,0.0004221564,0.001324252,0.0006482231,0.002193945,0.001721926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981925,"about_ca_system_score_gemma":0.0008263958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004335391,"about_ca_topic_score_gemma":0.0009713021,"domain_scores_codex":[0.9998055,0.00003457394,0.00001912117,0.00003064358,0.00007777349,0.00003236804],"domain_scores_gemma":[0.9998493,0.00006272399,0.00002087257,0.000006675944,0.00004127325,0.00001917264],"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":[0.00008437566,0.0001347359,0.0002130548,0.01961275,0.00009246919,0.0003052655,0.00009522187,0.0007501235,0.01251698,0.01767204,0.04566805,0.9028549],"study_design_scores_gemma":[0.00001068505,0.00008917943,0.0003972769,0.001415819,0.00004933159,0.0006667146,0.0000389021,0.0001532756,0.001844955,0.00304938,0.9922714,0.00001296762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000233957,0.9968334,0.0004313782,0.0004592765,0.0004352338,0.000008073413,0.00001938574,0.00001531644,0.001564001],"genre_scores_gemma":[0.001932849,0.995892,0.0003641875,0.0003277265,0.0002598369,0.00001386059,0.00003540449,0.000002558568,0.001171491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003260689,"threshold_uncertainty_score":0.01090813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015621807","doi":"10.1002/mco2.4","title":"The challenges of the COVID‐19 pandemic: Approaches for the elderly and those with Alzheimer's disease","year":2020,"lang":"en","type":"article","venue":"MedComm","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":19,"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":"Canada Research Chairs","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Disease; Outbreak; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Infectious disease (medical specialty); Medicine; Virology; Pathology","authors":[{"name":"Qing Zhang","is_ca":true},{"name":"Weihong Song","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1344410674647555,"gpt":0.3258598411177895,"spread":0.1914187736530339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193927,0.0005592547,0.0005825526,0.0009875317,0.004307647,0.004340373,0.0009704659,0.005003944,0.0107846],"category_scores_gemma":[0.01102583,0.0001620469,0.0007951898,0.0004847809,0.0026041,0.004983778,0.006809818,0.007005842,0.002510777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250074,"about_ca_system_score_gemma":0.008944407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153984,"about_ca_topic_score_gemma":0.01953644,"domain_scores_codex":[0.9974996,0.001407061,0.0001408445,0.0001295146,0.0003676494,0.0004553493],"domain_scores_gemma":[0.9929381,0.002068104,0.0006109282,0.0001609977,0.001213954,0.003007956],"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":[0.0001891972,0.000522533,0.005800349,0.003462456,0.0001164907,0.001557124,0.009615624,0.0002571103,0.0008651611,0.03300116,0.4156669,0.5289459],"study_design_scores_gemma":[0.00005586316,0.0006366988,0.007748329,0.006907459,0.00008878293,0.001191857,0.01928435,0.0001275199,0.0003037046,0.02421116,0.9393764,0.00006780206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004716897,0.1596909,0.0008717621,0.8071511,0.007078055,0.00005019535,0.00009851673,0.00006522678,0.02027723],"genre_scores_gemma":[0.1113374,0.4978835,0.006178321,0.3347599,0.03193811,0.0003704711,0.0002370564,0.00007550803,0.01721978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0107846,"threshold_uncertainty_score":0.0360781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413997022","doi":"10.1002/mco2.70349","title":"Ferroptosis in Cancer and Inflammatory Diseases: Mechanisms and Therapeutic Implications","year":2025,"lang":"en","type":"review","venue":"MedComm","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Cancer; Medicine; Inflammation; Intensive care medicine; Immunology; Internal medicine","authors":[{"name":"G. Shen","is_ca":false},{"name":"Jiachen Liu","is_ca":true},{"name":"Yinhuai Wang","is_ca":false},{"name":"Zebin Deng","is_ca":true},{"name":"Fei‐Yan Deng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04357024029054306,"gpt":0.3590586149388891,"spread":0.3154883746483461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429777,0.0004604261,0.0007676782,0.0007421814,0.0003082011,0.0008712445,0.0003768934,0.0009711258,0.001394149],"category_scores_gemma":[0.0003741074,0.0001346936,0.0003121658,0.0005630074,0.0006519858,0.001010079,0.0006171868,0.001219416,0.0004793786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007443785,"about_ca_system_score_gemma":0.001006266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005190228,"about_ca_topic_score_gemma":0.00136761,"domain_scores_codex":[0.9998776,0.00003455125,0.00001380237,0.00002190991,0.00003065225,0.00002151806],"domain_scores_gemma":[0.9998564,0.00005042929,0.000026403,0.00000663595,0.00003218187,0.00002796449],"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":[0.0004865672,0.000132457,0.001305073,0.0140987,0.0001550915,0.001193005,0.0005478288,0.0009827095,0.03303118,0.03774535,0.04116011,0.869162],"study_design_scores_gemma":[0.00005468256,0.0005694094,0.003923432,0.003256789,0.0001722316,0.005418022,0.000495005,0.0006059285,0.006562221,0.03383201,0.9450609,0.00004941402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008689311,0.9955337,0.000423406,0.00181649,0.0003328416,0.000004702627,0.00001399615,0.00001379036,0.0009921782],"genre_scores_gemma":[0.01168045,0.9846445,0.0008233145,0.0008246744,0.0007501156,0.00001590207,0.00003248809,0.000004453001,0.001224172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001394149,"threshold_uncertainty_score":0.005400836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112394590","doi":"10.1002/mco2.46","title":"Pathway‐extended gene expression signatures integrate novel biomarkers that improve predictions of patient responses to kinase inhibitors","year":2020,"lang":"en","type":"article","venue":"MedComm","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cytodiagnostics (Canada); London Health Sciences Centre; Western University","funders":"Compute Canada","keywords":"Erlotinib; Lapatinib; Sunitinib; Gefitinib; Sorafenib; Pharmacogenomics; Tyrosine kinase; Tyrosine-kinase inhibitor; Cancer; Precision medicine; Drug; Personalized medicine; Medicine; Computational biology; Pharmacology; Bioinformatics; Biology; Cancer research; Epidermal growth factor receptor; Internal medicine; Breast cancer; Receptor; Hepatocellular carcinoma","authors":[{"name":"Ashis J. Bagchee‐Clark","is_ca":true},{"name":"Eliseos J. Mucaki","is_ca":true},{"name":"Tyson Whitehead","is_ca":true},{"name":"Peter K. Rogan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837106154799912,"gpt":0.2870220119581514,"spread":0.2686509504101522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683785,0.0002877844,0.0003027245,0.0005731542,0.00006087147,0.0004530308,0.0001422778,0.000189629,0.000506934],"category_scores_gemma":[0.0009557884,0.0001116782,0.0003171451,0.0003228539,0.0001230455,0.0003017253,0.0002538009,0.0002781471,0.0001143699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277276,"about_ca_system_score_gemma":0.000287189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005757885,"about_ca_topic_score_gemma":0.0007987862,"domain_scores_codex":[0.9998117,0.00006187012,0.00001523749,0.00004701465,0.00004253768,0.00002162032],"domain_scores_gemma":[0.9996479,0.0001397655,0.0001059599,0.00003366639,0.00005488002,0.00001777664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001914819,0.000427023,0.2897406,0.0001555808,0.0004397666,0.0002698905,0.0001101211,0.3202178,0.1672762,0.001625422,0.0007769175,0.2170459],"study_design_scores_gemma":[0.00004011332,0.0005298995,0.06466381,0.00001686158,0.0001251116,0.0002010465,0.00004405309,0.8973284,0.03344662,0.002246395,0.00133216,0.0000256236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972473,0.0003467629,0.02570806,0.0001047948,0.000009677207,0.00002157993,0.0004779052,0.0001804052,0.0006777741],"genre_scores_gemma":[0.9943625,0.00008069473,0.005055747,0.0000169525,0.000006490533,0.000009262992,0.0002913902,0.000004985518,0.0001720506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005757885,"threshold_uncertainty_score":0.00247705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376641480","doi":"10.1002/mco2.257","title":"Far upstream element‐binding protein 1 confers lobaplatin resistance by transcriptionally activating PTGES and facilitating the arachidonic acid metabolic pathway in osteosarcoma","year":2023,"lang":"en","type":"article","venue":"MedComm","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"National Natural Science Foundation of China","keywords":"Osteosarcoma; Cancer research; Chromatin immunoprecipitation; Transcription factor; Chemistry; Cell biology; Medicine; Biochemistry; Biology; Gene expression; Gene; Promoter","authors":[{"name":"Qiong Ma","is_ca":true},{"name":"Jin Sun","is_ca":true},{"name":"Huan Wang","is_ca":true},{"name":"Cheng-Pei Zhou","is_ca":false},{"name":"Chenyu Li","is_ca":false},{"name":"Yonghong Wu","is_ca":false},{"name":"Yanhua Wen","is_ca":false},{"name":"Xiaoyu Zhang","is_ca":false},{"name":"Xingguang Ren","is_ca":false},{"name":"Zheng Guo","is_ca":false},{"name":"Li Gong","is_ca":false},{"name":"Wei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01206327458004284,"gpt":0.2388322286669017,"spread":0.2267689540868588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075011,0.0001778455,0.0002579356,0.0002645295,0.0001846074,0.000250161,0.0000961543,0.0002356797,0.001965542],"category_scores_gemma":[0.0000916663,0.0001461672,0.0002437234,0.0001635901,0.0002444467,0.00009875716,0.0002090656,0.0004669326,0.0004153423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609847,"about_ca_system_score_gemma":0.000280497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009850637,"about_ca_topic_score_gemma":0.001945309,"domain_scores_codex":[0.9999115,0.00000835935,0.000007098752,0.00002681899,0.00002355412,0.0000225362],"domain_scores_gemma":[0.9999522,0.000009028675,0.00001335272,0.000006012892,0.000004871636,0.00001447218],"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":[0.0001330516,0.00002538616,0.001105898,0.00005653562,0.000006779757,0.00009803945,0.00002121937,0.0001289556,0.9962497,0.0001287338,0.00009292756,0.001952832],"study_design_scores_gemma":[0.00005105695,0.0005076208,0.05664406,0.00003168348,0.00007428112,0.001006546,0.0002765564,0.003501426,0.9282902,0.0004022415,0.009191738,0.00002261582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931847,0.001950948,0.002514465,0.0001463727,0.00003249595,0.00001649024,0.0006430809,0.0001491187,0.001362389],"genre_scores_gemma":[0.9953424,0.0006970731,0.000725692,0.0000915156,0.000003302292,0.00001761527,0.0006264203,0.00001878648,0.002477228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001965542,"threshold_uncertainty_score":0.006575406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401063328","doi":"10.1002/mco2.666","title":"Development of potent pan‐coronavirus fusion inhibitors with a new design strategy","year":2024,"lang":"en","type":"article","venue":"MedComm","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; Coronavirus; Drug; Drug discovery; Biology; Computational biology; Pharmacology; Medicine; Bioinformatics; Disease; Infectious disease (medical specialty)","authors":[{"name":"Yuanmei Zhu","is_ca":true},{"name":"Zhongcai Gao","is_ca":true},{"name":"Xiaoli Feng","is_ca":true},{"name":"Lin Cheng","is_ca":true},{"name":"Nian Liu","is_ca":false},{"name":"Chao Liu","is_ca":false},{"name":"Shaowei Han","is_ca":false},{"name":"Qiaojiang Yang","is_ca":false},{"name":"Qing‐Cui Zou","is_ca":false},{"name":"Huihui Chong","is_ca":false},{"name":"Zheng Zhang","is_ca":false},{"name":"Minghua Li","is_ca":false},{"name":"Gengshen Song","is_ca":false},{"name":"Yuxian He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1067744567685097,"gpt":0.3629311631469825,"spread":0.2561567063784728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002604734,0.0005461796,0.000412556,0.0002028726,0.0001471325,0.0003987213,0.0004271232,0.0004028766,0.0008625577],"category_scores_gemma":[0.000096679,0.0002208848,0.0003144811,0.0001344012,0.0002399844,0.0004342495,0.0003479525,0.0009078044,0.0004831402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813868,"about_ca_system_score_gemma":0.000342651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003248271,"about_ca_topic_score_gemma":0.0003758319,"domain_scores_codex":[0.9998997,0.00001359099,0.00001091402,0.00002370733,0.00002752972,0.00002449705],"domain_scores_gemma":[0.9999517,0.000003650941,0.00001270074,0.000004401079,0.000009240206,0.00001813188],"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":[0.0001777068,0.0001497279,0.0001209747,0.0001302763,0.00001783987,0.0001567828,0.00003539392,0.001041573,0.9849637,0.001260564,0.000242291,0.01170323],"study_design_scores_gemma":[0.0007542935,0.00524806,0.001213469,0.00003772931,0.0001163511,0.001355767,0.00003910076,0.007937195,0.9503621,0.0006138191,0.03226748,0.00005457293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602317,0.01545561,0.1099726,0.001632612,0.0002647249,0.00132487,0.0009620856,0.0004033211,0.009752587],"genre_scores_gemma":[0.9328682,0.00859044,0.0514865,0.0008605215,0.00006859344,0.0007122064,0.001063801,0.00003279819,0.004316826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008625577,"threshold_uncertainty_score":0.00288558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298142737","doi":"10.1002/mco2.165","title":"Systematic metabolic characterization of mental disorders reveals age‐related metabolic disturbances as potential risk factors for depression in older adults","year":2022,"lang":"en","type":"article","venue":"MedComm","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"National Natural Science Foundation of China","keywords":"Comorbidity; Anxiety; Depression (economics); Metabolome; Metabolic syndrome; Cohort; Psychiatry; Medicine; Psychology; Clinical psychology; Internal medicine; Obesity","authors":[{"name":"Yu Liu","is_ca":false},{"name":"Wanyu Zhao","is_ca":false},{"name":"Ying Lu","is_ca":false},{"name":"Yunli Zhao","is_ca":true},{"name":"Yan Zhang","is_ca":false},{"name":"Miao Dai","is_ca":false},{"name":"Shan Hai","is_ca":false},{"name":"Ning Ge","is_ca":false},{"name":"Shuting Zhang","is_ca":false},{"name":"Mingjin Huang","is_ca":false},{"name":"Xiaohui Liu","is_ca":false},{"name":"Shuangqing Li","is_ca":false},{"name":"Jirong Yue","is_ca":false},{"name":"Lei Peng","is_ca":false},{"name":"Biao Dong","is_ca":false},{"name":"Lunzhi Dai","is_ca":false},{"name":"Birong Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007301639535194524,"gpt":0.2334856472646791,"spread":0.2261840077294846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003238663,0.0002838241,0.0003140299,0.0008914341,0.0002754251,0.0004857953,0.000130629,0.0002508123,0.0005126804],"category_scores_gemma":[0.0005716005,0.0001059716,0.0003868725,0.0009876296,0.0001256546,0.0002092852,0.0005128759,0.000195494,0.0001303553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132757,"about_ca_system_score_gemma":0.0001726741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519477,"about_ca_topic_score_gemma":0.006202914,"domain_scores_codex":[0.9998578,0.00003206476,0.00002277986,0.00004599255,0.00002054965,0.00002085611],"domain_scores_gemma":[0.9997166,0.00002631967,0.000120518,0.00005263947,0.00005347321,0.0000304962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005189122,0.00004013226,0.973922,0.00008945163,0.0003339232,0.0001256067,0.0001734495,0.0000630448,0.01129317,0.00003901905,0.0002588722,0.0131425],"study_design_scores_gemma":[0.000003749343,0.00005562377,0.9987943,0.00000857932,0.00006901515,0.0001404017,0.00007993684,0.00008804531,0.0004609029,0.00004171264,0.000255051,0.000002661463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966472,0.001380387,0.000388067,0.00003855175,0.000008017128,0.000017129,0.001240199,0.000008025091,0.0002724529],"genre_scores_gemma":[0.9964194,0.0007820641,0.0004876991,0.00005488902,0.00001341867,0.00001787318,0.00197489,0.000003960253,0.000245777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002519477,"threshold_uncertainty_score":0.005009651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126208593","doi":"10.1002/mco2.56","title":"COVID‐19 infection in patients with connective tissue disease: A multicity study in Hubei province, China","year":2021,"lang":"en","type":"article","venue":"MedComm","topic":"Inflammasome and immune disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"National Natural Science Foundation of China","keywords":"Medicine; Hydroxychloroquine; Internal medicine; Rheumatology; Ankylosing spondylitis; Connective tissue disease; Coronavirus disease 2019 (COVID-19); Disease; Comorbidity; Gastroenterology; Autoimmune disease; Infectious disease (medical specialty)","authors":[{"name":"Cong Ye","is_ca":true},{"name":"Jixin Zhong","is_ca":true},{"name":"Shaozhe Cai","is_ca":true},{"name":"Dong Li","is_ca":false},{"name":"Chuanjing Li","is_ca":false},{"name":"Xiaoqiang Hou","is_ca":false},{"name":"Xiaoqi Chen","is_ca":false},{"name":"Anbing Zhang","is_ca":false},{"name":"Wenli Chen","is_ca":false},{"name":"HE Dong-chu","is_ca":false},{"name":"Tao Zhou","is_ca":false},{"name":"Aichun Chu","is_ca":false},{"name":"Huiling Li","is_ca":false},{"name":"Qihuan Liu","is_ca":false},{"name":"Bin Wu","is_ca":false},{"name":"Xiangdong Yu","is_ca":false},{"name":"Tao Peng","is_ca":false},{"name":"Cheng Wen","is_ca":false},{"name":"Gang Huang","is_ca":false},{"name":"Hao Huang","is_ca":false},{"name":"Qin Huang","is_ca":false},{"name":"Linchong Su","is_ca":false},{"name":"Wenping Chen","is_ca":false},{"name":"Huiqin Yang","is_ca":false},{"name":"Lingli Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004539843161122537,"gpt":0.2459228609198154,"spread":0.2413830177586929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642263,0.0005548677,0.0005153239,0.001339449,0.001494124,0.0006289264,0.0005380621,0.0004930543,0.001345032],"category_scores_gemma":[0.0007435562,0.0005568949,0.0005003771,0.002065295,0.0005066446,0.0005616128,0.0005706835,0.0004218704,0.0001170012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331158,"about_ca_system_score_gemma":0.001519294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0943066,"about_ca_topic_score_gemma":0.104906,"domain_scores_codex":[0.9995468,0.00006322112,0.00005247186,0.0001422726,0.00007685242,0.0001183244],"domain_scores_gemma":[0.9993196,0.00007287563,0.0001784268,0.00004732503,0.0001231265,0.0002585862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002857967,0.00003087998,0.9990662,0.00001088312,0.00002751506,0.0001444582,0.0001556989,0.00001669473,0.0001710072,0.00001020929,0.00006013093,0.0002777911],"study_design_scores_gemma":[0.000008647209,0.0000490738,0.9989609,0.000005434433,0.0000264365,0.0001432618,0.0005061504,0.0001909069,0.00002272789,0.000009063424,0.00007317096,0.000004462967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994956,0.0001400069,0.00004049294,0.00004368334,0.000003903439,0.00001597481,0.0001324978,0.000001359874,0.0001263715],"genre_scores_gemma":[0.9996381,0.00006404318,0.00002745829,0.00004225727,0.000007032536,0.000008817243,0.0001352821,7.841796e-7,0.00007610126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0943066,"threshold_uncertainty_score":0.1875153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392642258","doi":"10.1002/mco2.512","title":"Hypoxia‐activated ADCC‐enhanced humanized anti‐CD147 antibody for liver cancer imaging and targeted therapy with improved selectivity","year":2024,"lang":"en","type":"article","venue":"MedComm","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Antibody-dependent cell-mediated cytotoxicity; Cytotoxicity; Cancer research; Cancer cell; Tumor hypoxia; Hypoxia (environmental); Antibody; Apoptosis; Chemistry; Liver cancer; Pharmacology; Cancer; Immunology; Medicine; Biochemistry; Internal medicine; Radiation therapy; In vitro","authors":[{"name":"Fangzheng Qi","is_ca":true},{"name":"Huishan Su","is_ca":true},{"name":"Bo Wang","is_ca":true},{"name":"L Qian","is_ca":false},{"name":"Yang Wang","is_ca":false},{"name":"Chen‐Hui Wang","is_ca":false},{"name":"Ya‐Xin Hou","is_ca":false},{"name":"Ping Chen","is_ca":false},{"name":"Qing Zhang","is_ca":false},{"name":"Dongmei Li","is_ca":false},{"name":"Hao Tang","is_ca":false},{"name":"Jian‐Li Jiang","is_ca":false},{"name":"Huijie Bian","is_ca":false},{"name":"Zhi‐Nan Chen","is_ca":false},{"name":"Sihe Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008191577453392922,"gpt":0.2727605815705039,"spread":0.2645690041171109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000722948,0.0002253291,0.0001063387,0.00008133258,0.00005483758,0.0001165828,0.0001332002,0.0001873944,0.0008889735],"category_scores_gemma":[0.00004906874,0.00006655461,0.0001109617,0.00005730808,0.00007372472,0.0001175785,0.000112799,0.0002115501,0.0002139328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003056387,"about_ca_system_score_gemma":0.000142887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007242375,"about_ca_topic_score_gemma":0.0005956906,"domain_scores_codex":[0.9999437,0.000008418397,0.00000316649,0.0000120033,0.0000158268,0.00001674283],"domain_scores_gemma":[0.9999766,0.00000276434,0.000005247638,0.000002426033,0.000007166338,0.000005778212],"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":[0.00003419316,0.00001318869,0.0000806944,0.00002409403,0.000002548965,0.00003164955,0.00000426746,0.0000948627,0.9976545,0.00009549618,0.00008564705,0.001878809],"study_design_scores_gemma":[0.00001143386,0.00009254125,0.0006041153,0.000001704665,0.000006124164,0.0001855014,0.000002282663,0.001693852,0.9949366,0.00001237762,0.002451413,0.000002109933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733074,0.003470558,0.01852833,0.0001934649,0.00005506848,0.00009164169,0.0001855119,0.0001852541,0.003982742],"genre_scores_gemma":[0.9910592,0.0006752776,0.005435484,0.00007738726,0.00001656605,0.00003377811,0.000140254,0.00001041626,0.002551519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008889735,"threshold_uncertainty_score":0.002973914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405337018","doi":"10.1002/mco2.70033","title":"Inhibition of Selenoprotein I promotes ferroptosis and reverses resistance to platinum chemotherapy by impairing Akt phosphorylation in ovarian cancer","year":2024,"lang":"en","type":"article","venue":"MedComm","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China; Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Ovarian cancer; Cisplatin; Cancer research; Protein kinase B; PI3K/AKT/mTOR pathway; Metastasis; Cancer; Cancer cell; Medicine; Selenoprotein; Chemotherapy; Biology; Oncology; Phosphorylation; Internal medicine; Signal transduction; Cell biology; Oxidative stress","authors":[{"name":"Jing Li","is_ca":true},{"name":"Mimi Chen","is_ca":true},{"name":"Dingwen Huang","is_ca":true},{"name":"Ziyin Li","is_ca":true},{"name":"Yu Chen","is_ca":false},{"name":"Jinhua Huang","is_ca":false},{"name":"Y.Y. Chen","is_ca":false},{"name":"Zhiying Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264057633135358,"gpt":0.2730151031725034,"spread":0.2603745268411499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008156877,0.0001184814,0.0002089108,0.0002102955,0.0001134816,0.0001768977,0.00008879503,0.0001205295,0.0008236498],"category_scores_gemma":[0.0001074417,0.00006188126,0.0001173936,0.0002021038,0.0001275528,0.00009165013,0.0001322952,0.000275314,0.0001591067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731646,"about_ca_system_score_gemma":0.0002135086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006469989,"about_ca_topic_score_gemma":0.00110027,"domain_scores_codex":[0.9999654,0.000004818063,0.000003865995,0.000005965575,0.000008394745,0.00001167827],"domain_scores_gemma":[0.9999638,0.00000503698,0.00001103571,0.000003765414,0.000005955736,0.00001037279],"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":[0.0006918155,0.0001063676,0.002755752,0.00007274942,0.00001975514,0.00009608163,0.00002424205,0.0001512349,0.98699,0.0001018184,0.0003511028,0.008638944],"study_design_scores_gemma":[0.0001112308,0.001438936,0.02872558,0.00001638524,0.00006353683,0.0005244715,0.0001056093,0.002173025,0.958169,0.0001501542,0.008515232,0.000006707433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952323,0.002242825,0.00102826,0.0001220747,0.00002713852,0.0000192376,0.0002067622,0.0000778816,0.001043485],"genre_scores_gemma":[0.9970968,0.001136693,0.0004781102,0.00003413871,0.000003770076,0.00001320016,0.0002606109,0.00000696068,0.0009697271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008236498,"threshold_uncertainty_score":0.002755344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414882989","doi":"10.1002/mco2.70425","title":"Cuproptosis Facilitates Chronic Skin Inflammation by Regulating the α‐Ketoglutarate/H3K4me3/Ferritin Heavy Chain 1 Signaling Pathway‐Mediated Ferroptosis","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SKiN Health","funders":"National Postdoctoral Program for Innovative Talents; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Psoriasis; Inflammation; Demethylase; Transcriptome; Mediator; Epigenetics; Transcription factor; Autophagy; Proinflammatory cytokine; Mechanism (biology)","authors":[{"name":"Pian Yu","is_ca":true},{"name":"Kaixuan Li","is_ca":true},{"name":"Rongxuan Yan","is_ca":true},{"name":"Xiaoqing Yi","is_ca":true},{"name":"Chi Fang","is_ca":true},{"name":"Sihui Ma","is_ca":true},{"name":"Guanming Wang","is_ca":true},{"name":"Fanyan Luo","is_ca":false},{"name":"Xiang Chen","is_ca":true},{"name":"Cong Peng","is_ca":true},{"name":"Jie Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0139806874735103,"gpt":0.2557347911194154,"spread":0.2417541036459051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018876,0.0002709042,0.0002340129,0.0002338173,0.0002368664,0.0002307343,0.000114054,0.0001873594,0.001604492],"category_scores_gemma":[0.00007791151,0.00009920474,0.0002640742,0.0001197789,0.00025277,0.0001559858,0.0002362959,0.0003145387,0.0002644155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494034,"about_ca_system_score_gemma":0.0001722034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005190025,"about_ca_topic_score_gemma":0.0007322269,"domain_scores_codex":[0.9998963,0.00001497798,0.000005754043,0.00002964489,0.00002464005,0.000028661],"domain_scores_gemma":[0.9999428,0.000005143679,0.00002314961,0.000005600507,0.00000777371,0.00001561742],"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":[0.0001916559,0.00001504879,0.0009799335,0.00006661171,0.000009465922,0.0001416691,0.00002442049,0.00004806842,0.9963014,0.00005204569,0.00007813304,0.002091436],"study_design_scores_gemma":[0.00005566181,0.000586679,0.07507269,0.00002733646,0.00007534541,0.002264305,0.0002239044,0.002424795,0.912151,0.0003015576,0.006798467,0.00001819636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932464,0.002547336,0.002517903,0.0001273596,0.00002897359,0.00003491021,0.0003864237,0.0001504994,0.0009600967],"genre_scores_gemma":[0.9975509,0.0005453586,0.0006717722,0.00004765832,0.000007771434,0.00001611487,0.0001999319,0.0000100338,0.0009504531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604492,"threshold_uncertainty_score":0.005367577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400833855","doi":"10.1002/mco2.644","title":"Development of a genome atlas for discriminating benign, preinvasive, and invasive lung nodules","year":2024,"lang":"en","type":"article","venue":"MedComm","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Guangzhou Medical University; National Science Foundation","keywords":"Atlas (anatomy); Lung; Medicine; Pathology; Biology; Anatomy; Internal medicine","authors":[{"name":"Minhua Peng","is_ca":true},{"name":"Jinsheng Tao","is_ca":true},{"name":"Bo Wang","is_ca":true},{"name":"Jinwang Wei","is_ca":true},{"name":"Lixuan Lin","is_ca":false},{"name":"Bo Cheng","is_ca":false},{"name":"Shan Xiong","is_ca":false},{"name":"Jianfu Li","is_ca":false},{"name":"Caichen Li","is_ca":false},{"name":"Ziwen Yu","is_ca":false},{"name":"Chunyan Li","is_ca":false},{"name":"Jun Wang","is_ca":false},{"name":"Hui Li","is_ca":false},{"name":"Zhiwei Chen","is_ca":false},{"name":"Jian‐Bing Fan","is_ca":true},{"name":"Wenhua Liang","is_ca":true},{"name":"Jianxing He","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02416500924613048,"gpt":0.3311655722804401,"spread":0.3070005630343097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129156,0.0006865161,0.001086621,0.005575294,0.0007110711,0.00109508,0.0009252024,0.0007004297,0.006093007],"category_scores_gemma":[0.001809179,0.0004071549,0.0009056872,0.004293323,0.0001977352,0.0004945525,0.001224526,0.000791274,0.001860796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009173838,"about_ca_system_score_gemma":0.001953017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007205308,"about_ca_topic_score_gemma":0.01457328,"domain_scores_codex":[0.9991573,0.0001434481,0.00008063396,0.0003364176,0.0001850326,0.00009725303],"domain_scores_gemma":[0.9991505,0.0001872469,0.0001589926,0.0001435996,0.0002591883,0.0001004573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001266818,0.0002517049,0.1602174,0.00616215,0.002170969,0.001743525,0.0009602692,0.007172912,0.2775658,0.01289412,0.1235512,0.4060433],"study_design_scores_gemma":[0.0001708108,0.0003186766,0.323378,0.0004919006,0.001563625,0.002757819,0.0004160875,0.01397038,0.0557985,0.009732855,0.591262,0.0001393132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2141278,0.01333001,0.1865813,0.001777355,0.0005862301,0.001014909,0.5459743,0.011685,0.02492308],"genre_scores_gemma":[0.1985568,0.004388951,0.2441001,0.000783444,0.0001486372,0.002011106,0.5376431,0.001195352,0.01117258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007205308,"threshold_uncertainty_score":0.02038312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393131136","doi":"10.1002/mco2.469","title":"A novel in‐frame deletion in KIF5C gene causes infantile onset epilepsy and psychomotor retardation","year":2024,"lang":"en","type":"article","venue":"MedComm","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"National Key Research and Development Program of China; National Health Commission of the People's Republic of China; National Natural Science Foundation of China","keywords":"Epilepsy; Psychomotor retardation; Psychomotor learning; Genetics; Medicine; Pediatrics; Psychology; Neuroscience; Biology; Pathology; Cognition","authors":[{"name":"Santasree Banerjee","is_ca":true},{"name":"Qiang Zhao","is_ca":true},{"name":"Bo Wang","is_ca":true},{"name":"Jiale Qin","is_ca":true},{"name":"Xin Yuan","is_ca":false},{"name":"Ziwei Lou","is_ca":false},{"name":"Weizeng Zheng","is_ca":false},{"name":"Huanguo Li","is_ca":false},{"name":"Xiaojun Wang","is_ca":false},{"name":"Xiawei Cheng","is_ca":false},{"name":"Yu Zhu","is_ca":false},{"name":"Fan Lin","is_ca":false},{"name":"Fan Yang","is_ca":false},{"name":"Junyu Xu","is_ca":false},{"name":"Anjana Munshi","is_ca":false},{"name":"Parimal Das","is_ca":false},{"name":"Yuanfeng Zhou","is_ca":false},{"name":"Kausik Mandal","is_ca":false},{"name":"Yi Wang","is_ca":false},{"name":"Muhammad Ayub","is_ca":false},{"name":"Nobutaka Hirokawa","is_ca":false},{"name":"Yongmei Xi","is_ca":false},{"name":"Guangfu Chen","is_ca":false},{"name":"Chen Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044129312601134,"gpt":0.2536739621125916,"spread":0.2432326689865802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001573744,0.001347516,0.0004441603,0.0008226854,0.0005823158,0.000209973,0.000568516,0.001312746,0.00152743],"category_scores_gemma":[0.0004759961,0.0003319286,0.0005444823,0.0003812331,0.0006348003,0.0001580615,0.0005062572,0.0007602608,0.000361461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004140885,"about_ca_system_score_gemma":0.0004357249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851293,"about_ca_topic_score_gemma":0.003027838,"domain_scores_codex":[0.9997998,0.0000178491,0.00002365569,0.00005556101,0.00004875971,0.00005441978],"domain_scores_gemma":[0.9996554,0.00009192451,0.0001017212,0.00001484829,0.00002405278,0.0001120518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001786227,0.000085743,0.01202819,0.00005641711,0.00003752828,0.9113363,0.0002551076,0.0001945475,0.07258037,0.0002633997,0.000334754,0.002649086],"study_design_scores_gemma":[0.00006230154,0.0004500515,0.1218263,0.00004148302,0.0001468252,0.8420064,0.0002945657,0.001201935,0.03046294,0.0001575852,0.003304915,0.000044841],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970047,0.0003732194,0.001146812,0.0002371982,0.00004033798,0.00003675015,0.0002618698,0.00007105739,0.0008281921],"genre_scores_gemma":[0.9976237,0.0002211303,0.0008059763,0.0001028782,0.00003238923,0.0000145717,0.0001864551,0.00001990359,0.0009930113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002851293,"threshold_uncertainty_score":0.005669415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380077144","doi":"10.1002/mco2.307","title":"Risk and outcomes of breakthrough COVID‐19 infections in vaccinated immunocompromised patients: A meta‐analysis","year":2023,"lang":"en","type":"article","venue":"MedComm","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"SKiN Health","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Medicine; Meta-analysis; Hazard ratio; Vaccination; Relative risk; Cochrane Library; Confidence interval; Internal medicine; Intensive care medicine; Immunology","authors":[{"name":"Guangtong Deng","is_ca":true},{"name":"Qian Zhou","is_ca":true},{"name":"Yu Meng","is_ca":true},{"name":"Huiyan Sun","is_ca":true},{"name":"Songtao Du","is_ca":false},{"name":"Yihuang Liu","is_ca":true},{"name":"Furong Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05251276063108366,"gpt":0.377337731534358,"spread":0.3248249709032743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008748634,0.002776233,0.01359598,0.003512663,0.0005476322,0.002991067,0.001937469,0.00224361,0.00344635],"category_scores_gemma":[0.02110972,0.001515921,0.05686814,0.004299106,0.0004112167,0.001328882,0.001430631,0.002282429,0.0003598843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624784,"about_ca_system_score_gemma":0.001486756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006711746,"about_ca_topic_score_gemma":0.009502973,"domain_scores_codex":[0.9945962,0.002630338,0.001261472,0.0007800865,0.0004444252,0.0002876066],"domain_scores_gemma":[0.990217,0.006862791,0.001291853,0.000644694,0.0007906107,0.0001930065],"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":[0.005469304,0.00003184874,0.007647824,0.08293159,0.8973167,0.0001291993,0.00005363106,0.0008103499,0.0001833907,0.00009489942,0.0005357513,0.004795593],"study_design_scores_gemma":[0.0005748773,0.0001695483,0.004192335,0.00408047,0.9897971,0.00006132211,0.00002297604,0.0003324781,0.00007456588,0.0001209589,0.0005542939,0.00001900129],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02738303,0.9684733,0.001196248,0.0002840475,0.0003056685,0.0002946807,0.001408703,0.00006755013,0.0005868042],"genre_scores_gemma":[0.5486926,0.4410549,0.003224065,0.001275592,0.0006065218,0.001347385,0.002630251,0.00008845981,0.001080261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359598,"threshold_uncertainty_score":0.04626775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366826481","doi":"10.1002/mco2.235","title":"Genetic inhibition of glutamate allosteric potentiation of GABA<sub>A</sub>Rs in mice results in hyperexcitability, leading to neurobehavioral abnormalities","year":2023,"lang":"en","type":"article","venue":"MedComm","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Centre Scientifique et Technique du Bâtiment; Natural Science Foundation of Chongqing; National Natural Science Foundation of China; Chongqing Municipal Education Commission; Chongqing Medical University","keywords":"Allosteric regulation; Long-term potentiation; Glutamate receptor; Neuroscience; Chemistry; Biology; Pharmacology; Biochemistry; Enzyme; Receptor","authors":[{"name":"Yehong Du","is_ca":false},{"name":"Junjie Li","is_ca":false},{"name":"Maoju Wang","is_ca":false},{"name":"Qiuyun Tian","is_ca":false},{"name":"Yayan Pang","is_ca":false},{"name":"Ya Wen","is_ca":true},{"name":"Dongchuan Wu","is_ca":false},{"name":"Yu Tian Wang","is_ca":true},{"name":"Zhifang Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07002112285533635,"gpt":0.3359986232498327,"spread":0.2659775003944963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002294676,0.001171439,0.0004032553,0.0009436768,0.0003409539,0.000436925,0.0005215493,0.0007829735,0.00497204],"category_scores_gemma":[0.0001256907,0.0004692931,0.0005846482,0.0002783041,0.0008132457,0.0003187988,0.0004277489,0.001861951,0.001337418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005459985,"about_ca_system_score_gemma":0.0002986288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372296,"about_ca_topic_score_gemma":0.001876823,"domain_scores_codex":[0.9996703,0.00005468496,0.00005816506,0.00006721844,0.00007617596,0.00007353335],"domain_scores_gemma":[0.9995465,0.00004515653,0.0002212196,0.00003567093,0.0000227521,0.0001286765],"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":[0.0001726048,0.00005287474,0.0001069089,0.00002525691,0.00001021821,0.0001238188,0.00001489013,0.00005988157,0.9987305,0.0001914429,0.00006461947,0.0004469134],"study_design_scores_gemma":[0.00008163153,0.000533828,0.005055045,0.00002869723,0.00005085578,0.0006739639,0.00008381376,0.001562482,0.9882874,0.0001950554,0.003429876,0.00001730839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852192,0.0007175394,0.006959318,0.0004938254,0.0001136817,0.000101811,0.002617921,0.0006928429,0.003083776],"genre_scores_gemma":[0.9792812,0.001065006,0.006181906,0.0003132567,0.00003659187,0.0002463756,0.001210112,0.000433222,0.01123229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497204,"threshold_uncertainty_score":0.01663315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406289995","doi":"10.1002/mco2.70044","title":"Comparison of diet and exercise on cardiometabolic factors in young adults with overweight/obesity: multiomics analysis and gut microbiota prediction, a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Sanming Project of Medicine in Shenzhen; Natural Science Foundation of Guangdong Province","keywords":"Gut flora; Overweight; Obesity; Waist; Microbiome; Psychological intervention; Randomized controlled trial; Medicine; Internal medicine; Biology; Bioinformatics; Immunology","authors":[{"name":"Zongyu Lin","is_ca":true},{"name":"Tian-Ze Li","is_ca":true},{"name":"Fenglian Huang","is_ca":true},{"name":"Miao Wu","is_ca":false},{"name":"Lewei Zhu","is_ca":false},{"name":"Yueqin Zhou","is_ca":false},{"name":"Yingan Ming","is_ca":false},{"name":"Zhijun Lu","is_ca":false},{"name":"Wei Peng","is_ca":false},{"name":"Fei Gao","is_ca":false},{"name":"Yanna Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004880561132472002,"gpt":0.2622814546163763,"spread":0.2574008934839043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004103369,0.001661077,0.004606589,0.0007326315,0.0009725333,0.001345766,0.0008993012,0.002682199,0.006168948],"category_scores_gemma":[0.005314912,0.0008448617,0.00380017,0.0008075875,0.001163803,0.001135856,0.0008274166,0.002622644,0.000699989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168587,"about_ca_system_score_gemma":0.001426455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912228,"about_ca_topic_score_gemma":0.002067346,"domain_scores_codex":[0.9972409,0.001668896,0.0002786341,0.0004264582,0.0001791519,0.0002058891],"domain_scores_gemma":[0.9972051,0.000996356,0.0007595445,0.0002210789,0.000267511,0.000550476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9845387,0.005022578,0.001403671,0.0008695307,0.002883603,0.00001261847,0.00003043954,0.0001079061,0.000387433,0.00005785728,0.0001940538,0.004491681],"study_design_scores_gemma":[0.9264295,0.06214295,0.005946492,0.0001999622,0.003829407,0.00001373514,0.00004306398,0.0006407997,0.000222017,0.0002008548,0.0003100335,0.00002131789],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713975,0.009967297,0.001496318,0.0008788901,0.001032207,0.01217988,0.001510144,0.0001230419,0.001414572],"genre_scores_gemma":[0.9702839,0.002992647,0.00318406,0.0008533971,0.0008005311,0.01960429,0.0007639496,0.00001821778,0.001498944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006168948,"threshold_uncertainty_score":0.02170092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108491802","doi":"10.1002/mco2.43","title":"Incidence and risk factors of second primary cancer after the initial primary human papillomavirus related neoplasms","year":2020,"lang":"en","type":"article","venue":"MedComm","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Incidence (geometry); Confidence interval; Cancer; Cervical cancer; Human papillomavirus; Cumulative incidence; Internal medicine; Gynecology; Oncology; Cohort","authors":[{"name":"Jiayi Shen","is_ca":true},{"name":"Huaqiang Zhou","is_ca":true},{"name":"Jiaqing Liu","is_ca":true},{"name":"Zhonghan Zhang","is_ca":false},{"name":"Wenfeng Fang","is_ca":false},{"name":"Yunpeng Yang","is_ca":false},{"name":"Shaodong Hong","is_ca":false},{"name":"Wei Xian","is_ca":false},{"name":"Yuxiang Ma","is_ca":false},{"name":"Ting Zhou","is_ca":false},{"name":"Yaxiong Zhang","is_ca":false},{"name":"Hongyun Zhao","is_ca":false},{"name":"Yan Huang","is_ca":false},{"name":"Li Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02295731102500735,"gpt":0.2854311146612832,"spread":0.2624738036362759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000495991,0.000207072,0.0005225993,0.0009617405,0.0001923876,0.0004286501,0.0002202354,0.0002483786,0.001946345],"category_scores_gemma":[0.002014818,0.0002221885,0.0006309472,0.001321448,0.0001834355,0.0003215567,0.0003458045,0.0005755109,0.0002541406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415403,"about_ca_system_score_gemma":0.0004807585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00924098,"about_ca_topic_score_gemma":0.009415875,"domain_scores_codex":[0.9995436,0.00007576733,0.0000444925,0.0001287433,0.0001164366,0.00009099419],"domain_scores_gemma":[0.9982059,0.0003363922,0.0008385035,0.0001361508,0.0002183369,0.0002645871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002055798,0.000009653674,0.9985278,0.00001529068,0.00003858941,0.00008811378,0.00001398261,0.00002516169,0.00005618319,0.00001185926,0.0001095893,0.001083171],"study_design_scores_gemma":[0.000001293768,0.00002162403,0.9992903,0.000006894496,0.00001394105,0.0004123607,0.00003565985,0.00005668725,0.00002790948,0.00001008498,0.0001215673,0.000001642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992537,0.004658506,0.0001398998,0.00009584201,0.00001939433,0.00001450581,0.001354809,0.00001087079,0.001169169],"genre_scores_gemma":[0.9976692,0.001114706,0.00005837767,0.00003179031,0.00002598054,0.00000630007,0.0008822049,0.000002659945,0.0002088654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00924098,"threshold_uncertainty_score":0.01837438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383645881","doi":"10.1002/mco2.320","title":"Identification of circulating T‐cell immunoglobulin and mucin domain 4 as a potential biomarker for coronary heart disease","year":2023,"lang":"en","type":"article","venue":"MedComm","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Fundamental Research Funds for the Central Universities; Tianjin Science and Technology Committee; Nankai University; National Natural Science Foundation of China","keywords":"Biomarker; Mucin; Identification (biology); Antibody; Coronary heart disease; Medicine; Immunology; Internal medicine; Biology; Pathology; Genetics","authors":[{"name":"Mengyao Wang","is_ca":true},{"name":"Ke Gong","is_ca":true},{"name":"Xinran Zhu","is_ca":false},{"name":"Shasha Chen","is_ca":false},{"name":"Jie Zhou","is_ca":false},{"name":"Hui Zhang","is_ca":false},{"name":"Jihong Han","is_ca":false},{"name":"Likun Ma","is_ca":false},{"name":"Yajun Duan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122766024938558,"gpt":0.2629406875806298,"spread":0.250664085086774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005280569,0.0002697223,0.0002932003,0.0008662294,0.0001609816,0.0004669832,0.0001637418,0.000400307,0.0008922248],"category_scores_gemma":[0.0007522639,0.000102748,0.0001376901,0.0004260529,0.0001733192,0.0002054607,0.0002704013,0.0003064788,0.0001378178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688809,"about_ca_system_score_gemma":0.0001456587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00028112,"about_ca_topic_score_gemma":0.0003087879,"domain_scores_codex":[0.9997988,0.00008423743,0.00001508768,0.00002927354,0.00004121649,0.00003124311],"domain_scores_gemma":[0.9997374,0.00006057078,0.00008869387,0.00001681244,0.00004759867,0.00004893761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001465016,0.0002300888,0.874946,0.0001086632,0.0001824455,0.0004532037,0.0001207734,0.0002113962,0.09954823,0.0002457513,0.0006272283,0.02186109],"study_design_scores_gemma":[0.00009602409,0.001359093,0.9499632,0.0000405768,0.0002643506,0.002541667,0.000308853,0.007887485,0.03359303,0.0006296283,0.003291116,0.00002507008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971493,0.001390817,0.0007987709,0.00008456692,0.0000170142,0.000009552189,0.0000841505,0.00001569982,0.000450179],"genre_scores_gemma":[0.9983914,0.0002442354,0.0008657096,0.00005011812,0.00002901812,0.000009869746,0.0001201754,0.000001515986,0.0002877826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008922248,"threshold_uncertainty_score":0.002984762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413488382","doi":"10.1002/mco2.70342","title":"Discovery of RNA‐Targeting Small Molecules: Challenges and Future Directions","year":2025,"lang":"en","type":"review","venue":"MedComm","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Key Research and Development Program of China; Beijing Nova Program; Peking University","keywords":"Computational biology; RNA; Drug discovery; Chemical space; Small molecule; Nanotechnology; Rational design; Biology; Computer science; Bioinformatics; Genetics; Materials science; Gene","authors":[{"name":"Zhengguo Cai","is_ca":false},{"name":"Hongli Ma","is_ca":false},{"name":"Fengcan Ye","is_ca":false},{"name":"Dingwei Lei","is_ca":false},{"name":"Zhenfeng Deng","is_ca":true},{"name":"Yongge Li","is_ca":false},{"name":"Ruichu Gu","is_ca":false},{"name":"Han Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02435381121340525,"gpt":0.2734098758322128,"spread":0.2490560646188075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009695039,0.0009256543,0.00117555,0.001545619,0.0004323639,0.001346553,0.001126289,0.001590068,0.004145047],"category_scores_gemma":[0.0009461787,0.0004346268,0.0004752619,0.001519205,0.0009589859,0.002723909,0.0010555,0.002834348,0.002756197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009096833,"about_ca_system_score_gemma":0.001291328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006992869,"about_ca_topic_score_gemma":0.001385866,"domain_scores_codex":[0.999691,0.0000531484,0.00003142123,0.00005329905,0.0001278645,0.00004325564],"domain_scores_gemma":[0.9995493,0.000259339,0.00004337186,0.00001554469,0.00009023889,0.00004215527],"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":[0.00005546368,0.00009374322,0.00007762585,0.01638627,0.00005085951,0.000265513,0.0001133571,0.001094609,0.005986029,0.03028678,0.03775971,0.9078301],"study_design_scores_gemma":[0.000009454972,0.00007072906,0.0001222523,0.001491016,0.00002419273,0.0004616277,0.00004089726,0.0001848693,0.0009961093,0.005324164,0.9912599,0.00001480435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001481964,0.9966696,0.0005492328,0.0007136273,0.0003306232,0.000005122579,0.0000128791,0.00001392958,0.001556832],"genre_scores_gemma":[0.0008912462,0.9967958,0.0004963549,0.0004269284,0.0002934286,0.00001201063,0.00002178164,0.000002964848,0.001059403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004145047,"threshold_uncertainty_score":0.0138666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407718464","doi":"10.1002/mco2.70104","title":"Early‐life antibiotic exposure aggravates hepatic steatosis through enhanced endotoxemia and lipotoxic effects driven by gut <i>Parabacteroides</i>","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Gut flora; Steatosis; Lipotoxicity; Antibiotics; Biology; Metabolome; Unfolded protein response; Immunology; Pharmacology; Metabolomics; Endocrinology; Microbiology; Endoplasmic reticulum; Bioinformatics; Insulin resistance; Biochemistry; Insulin","authors":[{"name":"Xi Zhang","is_ca":false},{"name":"Darren Chan","is_ca":false},{"name":"Jie Zhu","is_ca":false},{"name":"Daniel Zhen Ye Sin","is_ca":false},{"name":"Peng Ye","is_ca":false},{"name":"Matthew Kwok Leong Wong","is_ca":false},{"name":"Wenyi Zhu","is_ca":false},{"name":"Yee Tsui","is_ca":false},{"name":"Andrea M. Haqq","is_ca":true},{"name":"Joseph Ting","is_ca":true},{"name":"Anita L. Kozyrskyj","is_ca":true},{"name":"Francis K.L. Chan","is_ca":false},{"name":"Siew C. Ng","is_ca":false},{"name":"Hein M. Tun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003845219215431054,"gpt":0.2344861395552389,"spread":0.2306409203398079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565187,0.0004545329,0.0003377482,0.0002655408,0.0001547458,0.000346439,0.000143087,0.0004119472,0.001520857],"category_scores_gemma":[0.0001708793,0.0001562004,0.0002649142,0.0001446053,0.0003465128,0.0002138796,0.000382187,0.0008875977,0.0003092077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738647,"about_ca_system_score_gemma":0.0002887231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852821,"about_ca_topic_score_gemma":0.001097213,"domain_scores_codex":[0.999726,0.00005115672,0.00001874351,0.00007131158,0.00005971349,0.00007311822],"domain_scores_gemma":[0.9997608,0.0000148363,0.0001075508,0.00001899445,0.00002074398,0.00007713787],"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":[0.0006194479,0.00005514685,0.001495844,0.00005662312,0.000008999248,0.0001035577,0.00001803507,0.00002022826,0.9956717,0.00004355017,0.00005837492,0.001848459],"study_design_scores_gemma":[0.00006365364,0.003844748,0.1096217,0.00006531283,0.00008565305,0.0008893666,0.0002988841,0.0009207209,0.8793616,0.000212753,0.004608911,0.0000267274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938802,0.001658998,0.002397035,0.0003148751,0.00005778714,0.00003331898,0.0004868749,0.0001227803,0.001048037],"genre_scores_gemma":[0.9953104,0.0009803518,0.001357808,0.0002279629,0.00001768631,0.00004467352,0.0003459427,0.00002442809,0.001690828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520857,"threshold_uncertainty_score":0.005087733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413834158","doi":"10.1002/mco2.70345","title":"Phytosphingosine Alleviates Cigarette Smoke‐Induced Bronchial Epithelial Cell Senescence in Chronic Obstructive Pulmonary Disease by Targeting the Free Fatty Acid Receptor 4","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Pulmonary disease; Cigarette smoke; Senescence; Receptor; Medicine; Disease; Cell; Cancer research; Chemistry; Internal medicine; Biochemistry; Environmental health","authors":[{"name":"Yuan Zhan","is_ca":false},{"name":"Zhesong Deng","is_ca":false},{"name":"Ruonan Yang","is_ca":false},{"name":"Shanshan Chen","is_ca":false},{"name":"Jiaheng Zhang","is_ca":false},{"name":"Yating Zhang","is_ca":false},{"name":"Hao Fu","is_ca":false},{"name":"Qian Huang","is_ca":false},{"name":"Yiya Gu","is_ca":false},{"name":"Zhilin Zeng","is_ca":false},{"name":"Jinkun Chen","is_ca":true},{"name":"Jixian Zhang","is_ca":false},{"name":"Jixing Wu","is_ca":false},{"name":"Jungang Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006916172764756015,"gpt":0.2275252957321175,"spread":0.2206091229673615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269247,0.0002293453,0.0002677551,0.00026255,0.000146114,0.0001681798,0.000134644,0.000244622,0.001150933],"category_scores_gemma":[0.00004840293,0.0000999368,0.0003016252,0.0001177029,0.0001856848,0.0001800066,0.0001911012,0.0006079453,0.0001660876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611406,"about_ca_system_score_gemma":0.0002014409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005164581,"about_ca_topic_score_gemma":0.001028931,"domain_scores_codex":[0.999943,0.000012627,0.000004238094,0.000009118778,0.00001232529,0.0000187173],"domain_scores_gemma":[0.9999701,0.000002582984,0.000008144756,0.000003410398,0.000005132607,0.00001075076],"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":[0.0006159865,0.0001374164,0.0002308464,0.00008456143,0.00001266139,0.00003331721,0.0000128413,0.00006225467,0.9942569,0.00008437478,0.00008213455,0.004386661],"study_design_scores_gemma":[0.0002116998,0.003447746,0.01879366,0.00003266211,0.00009047527,0.0001920855,0.0000985498,0.002098201,0.968017,0.0002274125,0.006777351,0.00001312347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911494,0.004863283,0.001951104,0.0003068723,0.0000754926,0.00004939592,0.0002691696,0.0001096318,0.001225647],"genre_scores_gemma":[0.9942914,0.002166834,0.00115835,0.0001295051,0.00001419415,0.00003259675,0.0002126719,0.00001020878,0.001984176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150933,"threshold_uncertainty_score":0.003850281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412187759","doi":"10.1002/mco2.70277","title":"Casein Kinase 2α Ablation Confers Protection Against Metabolic Dysfunction‐Associated Steatotic Liver Disease: Role of FUN14 Domain Containing 1‐Dependent Regulation of Mitophagy and Ferroptosis","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Guangzhou Municipal Science and Technology Project; Fudan University; National Natural Science Foundation of China","keywords":"Steatosis; Mitophagy; Endocrinology; Internal medicine; Lipotoxicity; Biology; Nonalcoholic fatty liver disease; Liver injury; MFN2; Fatty liver; Mitochondrion; Fibrosis; PINK1; Autophagy; mitochondrial fusion; Medicine; Mitochondrial DNA; Insulin resistance; Cell biology; Biochemistry; Apoptosis; Diabetes mellitus; Disease","authors":[{"name":"Ke He","is_ca":false},{"name":"Meixiao Zhan","is_ca":false},{"name":"Xuanming Luo","is_ca":false},{"name":"Ruibin Li","is_ca":false},{"name":"Ling Lin","is_ca":false},{"name":"Jie Lin","is_ca":false},{"name":"Liheng Li","is_ca":false},{"name":"Hongdong Chen","is_ca":false},{"name":"Gary D. Lopaschuk","is_ca":true},{"name":"Hao Zhou","is_ca":false},{"name":"Fei Liu","is_ca":false},{"name":"Jun Ren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304534717649677,"gpt":0.2384205000857088,"spread":0.225375152909212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552507,0.0003992925,0.00035101,0.0003087888,0.0001276792,0.0002212009,0.0001452552,0.0002833293,0.001534631],"category_scores_gemma":[0.0001045132,0.0001485648,0.0003043544,0.0001128059,0.0003124987,0.0002042304,0.0002183126,0.0005084887,0.0002624394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115914,"about_ca_system_score_gemma":0.0001430865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135934,"about_ca_topic_score_gemma":0.0004662803,"domain_scores_codex":[0.9998977,0.00001621115,0.00001212361,0.00002736734,0.00001683145,0.0000297529],"domain_scores_gemma":[0.9998425,0.00001079403,0.00005810521,0.00001218405,0.00001055063,0.0000658198],"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":[0.00113942,0.00004812375,0.0006595218,0.00005886935,0.00001418913,0.0000830846,0.00001182229,0.00006236877,0.996848,0.00005469761,0.00004649246,0.0009733543],"study_design_scores_gemma":[0.0001470599,0.0009384959,0.03839076,0.00002722218,0.00007504552,0.0009398914,0.0001182703,0.001624875,0.9545726,0.0001642896,0.002985428,0.00001612593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969817,0.0008572272,0.001085588,0.00008711889,0.0000318556,0.00001585641,0.0004855639,0.00005259654,0.000402366],"genre_scores_gemma":[0.9963142,0.0004608685,0.0007616545,0.00005060764,0.0000081667,0.00003249535,0.0005344875,0.00002003249,0.001817364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534631,"threshold_uncertainty_score":0.005133867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416439161","doi":"10.1002/mco2.70480","title":"Metabolic Reprogramming for Body Adaptation and Inflammatory Control in Eccentric Damaging Exercise: Comprehensive Molecular Insights From Repeated Downhill Running","year":2025,"lang":"en","type":"article","venue":"MedComm","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Ministero della Salute","keywords":"Eccentric; Myoglobin; Creatine kinase; Isometric exercise; Anaerobic exercise; Metabolic pathway; Oxidative phosphorylation; Inflammation; Lactate dehydrogenase; Citric acid cycle","authors":[{"name":"Amir Mohammad Malvandi","is_ca":false},{"name":"Gianluca Vernillo","is_ca":false},{"name":"Veronica Sansoni","is_ca":false},{"name":"Martina Faraldi","is_ca":false},{"name":"Chiara Verdelli","is_ca":false},{"name":"Giuseppe Coratella","is_ca":false},{"name":"Giorgio Varesco","is_ca":true},{"name":"Vianney Rozand","is_ca":false},{"name":"Krystian Wochna","is_ca":false},{"name":"Laurent Mourot","is_ca":false},{"name":"Giovanni Lombardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0156639717118917,"gpt":0.2816622969107206,"spread":0.2659983251988289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244432,0.0006508916,0.0007966271,0.0003382394,0.0002845342,0.00105741,0.0008996517,0.00151121,0.003254138],"category_scores_gemma":[0.001660911,0.0002187594,0.0003709642,0.0002217576,0.0009438841,0.001013517,0.0005964459,0.00347871,0.001396446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708745,"about_ca_system_score_gemma":0.000374292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436852,"about_ca_topic_score_gemma":0.000284333,"domain_scores_codex":[0.9995671,0.00007404852,0.00004715023,0.0001221433,0.0001220277,0.0000675604],"domain_scores_gemma":[0.998919,0.0004113973,0.0001592362,0.00003957549,0.0003123746,0.0001584312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00425739,0.0003372795,0.002671329,0.008232272,0.0002708609,0.004049097,0.000548011,0.0005127953,0.1265716,0.007881939,0.5092847,0.3353828],"study_design_scores_gemma":[0.0001366125,0.001175696,0.006278273,0.0008888912,0.000214518,0.004318324,0.0002835345,0.001165455,0.03028741,0.002550232,0.9526218,0.00007938195],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.03924154,0.3591253,0.01545242,0.1457262,0.4342974,0.0002018144,0.0009845081,0.0004428108,0.004528059],"genre_scores_gemma":[0.1216136,0.2542042,0.005656288,0.05612279,0.5255233,0.0002463271,0.0006339437,0.0003297517,0.03566995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003254138,"threshold_uncertainty_score":0.01088619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}