{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"035f3a8206af","filters":{"venue":"BMEMat"}},"results":[{"id":"W4389508869","doi":"10.1002/bmm2.12059","title":"Magnetic hydroxyapatite nanobelt‐stem cell hybrid spheroids for remotely patterning bone tissues","year":2023,"lang":"en","type":"article","venue":"BMEMat","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Shandong Province","keywords":"Mesenchymal stem cell; Stem cell; Spheroid; Cell biology; Materials science; Bone marrow; Adipose tissue; Cell; Biomedical engineering; Chemistry; Nanotechnology; Biology; Cell culture; Immunology; Medicine; Biochemistry","authors":[{"name":"Min Hao","is_ca":false},{"name":"Wenhan Wang","is_ca":false},{"name":"Anil Kumar","is_ca":false},{"name":"Wan Hairul Anuar Kamaruddin","is_ca":false},{"name":"Syafiqah Saidin","is_ca":false},{"name":"Nik Ahmad Nizam Nik Malek","is_ca":false},{"name":"Jérôme P. Claverie","is_ca":true},{"name":"Hong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02110403651663204,"gpt":0.2584329762919099,"spread":0.2373289397752779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004396918,0.0001840198,0.0002416776,0.0001502791,0.00008949493,0.00007851176,0.0002907143,0.00008413643,0.0002454391],"category_scores_gemma":[0.00008772968,0.0001854422,0.00008492277,0.0003376482,0.00005141322,0.00006794284,0.0001377994,0.0001953029,0.001738646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006386522,"about_ca_system_score_gemma":0.00001684312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001772674,"about_ca_topic_score_gemma":0.000005536061,"domain_scores_codex":[0.9982928,0.00003133798,0.0003188774,0.0002744484,0.000427453,0.0006551078],"domain_scores_gemma":[0.9990822,0.0003113404,0.00002951879,0.0003628447,0.00004095986,0.000173114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002997988,0.00007923972,0.001519921,0.006097216,0.00006244498,0.0003507629,0.00101418,0.003960745,0.2530158,0.00007004903,0.1290915,0.6047081],"study_design_scores_gemma":[0.001389854,0.0003244291,0.004000047,0.0006666126,0.0000366714,0.00004693668,0.0001721501,0.4111091,0.3141644,0.0009015658,0.2662448,0.0009434919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846864,0.001142122,0.006353656,0.0002229947,0.0006648218,0.000567253,0.00002861141,0.001434569,0.004899569],"genre_scores_gemma":[0.9862036,0.000211132,0.002963423,0.00004006225,0.0002620393,0.00009384093,0.00003635819,0.0001228797,0.01006669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6037646,"threshold_uncertainty_score":0.9990386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387902419","doi":"10.1002/bmm2.12056","title":"Bio‐inspired photonic crystals: Tailoring the dielectric building blocks to control the light propagation","year":2023,"lang":"en","type":"article","venue":"BMEMat","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Photonic crystal; Photonics; Dielectric; Optoelectronics; Structural coloration; Materials science; Photonic metamaterial; Fabrication; Nanotechnology; Yablonovite; Optics; Photonic integrated circuit; Computer science; Physics","authors":[{"name":"Cun Zhu","is_ca":false},{"name":"Lei Tian","is_ca":true},{"name":"Wei Cheng","is_ca":false},{"name":"Zhongze Gu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01328927778114405,"gpt":0.2560600269839825,"spread":0.2427707492028384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639483,0.0001446794,0.0001468791,0.00006052258,0.0005831767,0.0001381606,0.0003436316,0.00002396879,0.0001063796],"category_scores_gemma":[0.00001612931,0.00008322397,0.0001064992,0.0008633324,0.00002582633,0.00006258245,0.00007974749,0.0001365835,0.0001277741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003282897,"about_ca_system_score_gemma":0.00005101387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000714241,"about_ca_topic_score_gemma":0.000007228264,"domain_scores_codex":[0.9989404,0.0000381481,0.0002309735,0.0002461604,0.0001821791,0.0003621459],"domain_scores_gemma":[0.9992144,0.0001324676,0.00009937675,0.0004431651,0.00004700657,0.00006356578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002387623,0.0001179179,0.0008186758,0.00002680534,0.0001793367,0.000001872488,0.001459498,0.002276753,0.8721015,0.0979711,0.009213401,0.0158092],"study_design_scores_gemma":[0.001701152,0.0001331621,0.004585421,0.0001629485,0.0002474454,0.000006372091,0.002442248,0.05920926,0.3307807,0.01862529,0.5811965,0.0009095399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661768,0.0001367644,0.01099277,0.01029748,0.000169665,0.002249851,0.00004309532,0.000229228,0.009704342],"genre_scores_gemma":[0.9975191,0.000004280464,0.00003024866,0.0001590132,0.0002690017,0.00116143,0.000009525706,0.00002198661,0.0008253548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5719831,"threshold_uncertainty_score":0.4485382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413305271","doi":"10.1002/bmm2.70028","title":"Multifunctional liposomes remodeling tumor microenvironment for enhancing Hemoporfin‐mediated photodynamic therapy","year":2025,"lang":"en","type":"article","venue":"BMEMat","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Natural Science Foundation of China","keywords":"Tumor microenvironment; Photodynamic therapy; Liposome; Cancer research; Chemistry; Medicine; Tumor cells; Biochemistry","authors":[{"name":"Ya‐Wen Chen","is_ca":false},{"name":"Chenxi Wang","is_ca":false},{"name":"Jiajia Yin","is_ca":false},{"name":"Xuejiao Song","is_ca":false},{"name":"Xiaochen Dong","is_ca":false},{"name":"Yi Shen","is_ca":false},{"name":"Lothar Lilge","is_ca":true},{"name":"Buhong Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007361662217195631,"gpt":0.2129203609034739,"spread":0.2055586986862783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183889,0.000220122,0.0002344792,0.0001253934,0.00009795348,0.0000314059,0.00014057,0.00007396923,0.00005677806],"category_scores_gemma":[0.00003006227,0.000213968,0.0001158328,0.0001369652,0.00002516724,0.0001048627,0.00002188645,0.0001144403,0.00003692797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171551,"about_ca_system_score_gemma":0.00003897151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008138903,"about_ca_topic_score_gemma":0.00004183956,"domain_scores_codex":[0.9989658,0.000005009069,0.0003409375,0.0002200001,0.00013645,0.0003317935],"domain_scores_gemma":[0.9994864,0.0001600077,0.00004048551,0.0002367361,0.00002704154,0.00004933392],"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":[0.00008107154,0.00003047227,0.00006303783,0.0001873684,0.000108172,0.000001686084,0.00009210296,0.02884716,0.9664414,0.000056737,0.0006107533,0.003480055],"study_design_scores_gemma":[0.002321048,0.00004726355,0.0003304927,0.0002070326,0.00003644912,0.000007441588,0.00009671898,0.2289451,0.7404454,0.00113882,0.02602062,0.0004035711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662683,0.003030444,0.1271214,0.00006505945,0.001644465,0.000950662,0.00007469631,0.0004507426,0.0003942636],"genre_scores_gemma":[0.9911633,0.0004438315,0.006904528,0.0003590352,0.0001251111,0.0002294693,0.00009234272,0.00007768728,0.0006047245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259959,"threshold_uncertainty_score":0.8725361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391078363","doi":"10.1002/bmm2.12070","title":"Enhancing diaphragmatic defect repair and regeneration: How biomaterials leading the way to progress?","year":2024,"lang":"en","type":"article","venue":"BMEMat","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","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 Prince Edward Island; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Politechnika Gdańska","keywords":"Regeneration (biology); Diaphragmatic breathing; Medicine; Congenital diaphragmatic hernia; Diaphragm (acoustics); Intensive care medicine; Tissue engineering; Surgery; Pathology; Biomedical engineering; Biology; Engineering; Fetus","authors":[{"name":"Mojtaba Farahani","is_ca":true},{"name":"Przemysław Gnatowski","is_ca":false},{"name":"Raziyeh Najafloo","is_ca":true},{"name":"Tina Navaei","is_ca":true},{"name":"Edyta Piłat","is_ca":false},{"name":"Justyna Kucińska‐Lipka","is_ca":false},{"name":"Mohammad Reza Saeb","is_ca":false},{"name":"Masoud Mozafari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122026091321653,"gpt":0.2737634300045942,"spread":0.2615608208724289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071244,0.0001468212,0.0001876999,0.00007725053,0.0002997761,0.0006297572,0.0002129585,0.00006641301,0.0001085206],"category_scores_gemma":[0.00009789698,0.00009116619,0.00006654791,0.0004336667,0.0001751002,0.0001627425,0.0001244651,0.00003805734,0.0003875105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006201061,"about_ca_system_score_gemma":0.00003251496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004666031,"about_ca_topic_score_gemma":0.00002416012,"domain_scores_codex":[0.9986398,0.0001041899,0.00025319,0.0004182161,0.0002717943,0.0003128264],"domain_scores_gemma":[0.9991867,0.0002506118,0.00004969344,0.0003721248,0.00003358139,0.0001073013],"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":[0.000002877391,0.000008362901,0.00001457163,0.0002151357,0.00001124789,0.000005079001,0.0004371191,3.640627e-7,0.9806732,0.00923589,0.008203135,0.001193026],"study_design_scores_gemma":[0.00004384612,0.00004823753,0.0001090431,0.0002259467,0.00003641512,0.00006010096,0.00004194507,0.0001529087,0.9869442,0.00164142,0.01055276,0.0001431953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588956,0.004130799,0.01572534,0.01803253,0.0009318547,0.001106737,0.00001695512,0.0009257916,0.0002344132],"genre_scores_gemma":[0.9708061,0.00003546782,0.02684877,0.0003039654,0.0004408497,0.0006614715,0.00000716859,0.00002896155,0.00086731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772857,"threshold_uncertainty_score":0.6072763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415312859","doi":"10.1002/bmm2.70025","title":"New opportunities for bioscaffold‐enabled spinal cord injury repair","year":2025,"lang":"en","type":"article","venue":"BMEMat","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Science and Technology Planning Social Development Project of Zhenjiang City; National Natural Science Foundation of China","keywords":"Spinal cord injury; Regeneration (biology); Stem cell; Axon; Review article; Tissue engineering; Spinal cord; Tissue repair","authors":[{"name":"Xiaoqing Qi","is_ca":false},{"name":"Yicheng Fu","is_ca":false},{"name":"Zhaoliang Su","is_ca":false},{"name":"Li Li","is_ca":false},{"name":"Subrata Chakrabarti","is_ca":true},{"name":"Peng Li","is_ca":false},{"name":"Yilun Wu","is_ca":false},{"name":"Fang Liu","is_ca":false},{"name":"Teng Gao","is_ca":false},{"name":"Zhifeng Dong","is_ca":false},{"name":"Lei Liu","is_ca":false},{"name":"Pei Cao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04131194291675548,"gpt":0.3296824824271868,"spread":0.2883705395104313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003482055,0.0001390096,0.0002184991,0.0001147934,0.0001964268,0.00006268516,0.0003676839,0.0001030048,0.0003624697],"category_scores_gemma":[0.00006001983,0.0001234263,0.0001054275,0.000293471,0.000128736,0.00009644424,0.0001100846,0.00004540113,0.00009423153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196275,"about_ca_system_score_gemma":0.0003621908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003080783,"about_ca_topic_score_gemma":0.000009012246,"domain_scores_codex":[0.9987664,0.00002599766,0.0003283987,0.0003340711,0.0001859618,0.0003591251],"domain_scores_gemma":[0.9991468,0.0000953664,0.00008888781,0.0004492005,0.00008508308,0.0001347071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003097751,0.00005608478,0.00003130606,0.0001674677,0.00001635182,0.000002349368,0.00001753229,7.990383e-8,0.3698566,0.1040851,0.5147405,0.01071692],"study_design_scores_gemma":[0.0004461166,0.0004779668,0.0002177727,0.0001119406,0.00006066661,0.00000611749,0.0001119545,0.00004123327,0.4711995,0.04281649,0.4842684,0.0002418557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4364241,0.002363941,0.4108571,0.05671787,0.00658057,0.00719669,0.0004448394,0.005342652,0.07407224],"genre_scores_gemma":[0.1615005,0.0002440477,0.6529209,0.009147718,0.00109233,0.001902564,0.0001090385,0.0000923254,0.1729906],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2749237,"threshold_uncertainty_score":0.5033181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416757018","doi":"10.1002/bmm2.70041","title":"Cold atmospheric plasma‐mediated tumor microenvironment remodeling for cancer treatment","year":2025,"lang":"en","type":"article","venue":"BMEMat","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China; Shenzhen Graduate School, Peking University","keywords":"Tumor microenvironment; Cancer; Reprogramming; Immune system; Stromal cell; Cancer cell; Immunotherapy; Cancer treatment","authors":[{"name":"Israr Khan","is_ca":false},{"name":"Ziyuan Wang","is_ca":false},{"name":"Zhaowei Chen","is_ca":false},{"name":"Guojun Chen","is_ca":true},{"name":"Zhiming Xu","is_ca":false},{"name":"Shuhua Xu","is_ca":false},{"name":"Zhitong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01693581675153332,"gpt":0.2819378544316367,"spread":0.2650020376801034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004013834,0.0001280177,0.0002307171,0.0000139404,0.00009006644,0.00001129848,0.000046588,0.00004619034,0.00005331064],"category_scores_gemma":[0.00005985627,0.0001053093,0.00007300379,0.0001176973,0.00002584445,0.00001591687,0.0000180956,0.00003664442,0.00005482241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639143,"about_ca_system_score_gemma":0.0001349271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006992438,"about_ca_topic_score_gemma":0.0000556988,"domain_scores_codex":[0.9993011,0.00000545984,0.0002061727,0.0002235146,0.00006515848,0.0001986241],"domain_scores_gemma":[0.9993874,0.0002086169,0.00004997601,0.0002407688,0.00003245366,0.00008076512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002429431,0.006853394,0.06669621,0.002338065,0.001652911,0.000124566,0.0007769977,0.01617498,0.6038645,0.02359422,0.2082976,0.06719708],"study_design_scores_gemma":[0.005011076,0.0002630578,0.003187526,0.0003234434,0.000556367,0.00001272662,0.0001265857,0.07164839,0.08855699,0.0001725917,0.8299248,0.0002164497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872628,0.001251235,0.004985008,0.002849177,0.0001808211,0.001881746,0.0001221065,0.00008216356,0.001384977],"genre_scores_gemma":[0.9125042,0.002197265,0.05231352,0.003050172,0.0001972057,0.004562328,0.0002093118,0.00005735936,0.02490863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216272,"threshold_uncertainty_score":0.4294389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}