{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"c88a7b65e347","filters":{"venue":"Recent Patents on Nanotechnology"}},"results":[{"id":"W1984984951","doi":"10.2174/187221010792483726","title":"Nanoparticles for Improved Therapeutics and Imaging in Cancer Therapy","year":2010,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":56,"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","funders":"European Commission","keywords":"Materials science; Nanowire; Nanotechnology; Nanoparticle; Thermoelectric effect; Drug delivery; Thermoelectric materials; Thermal conductivity; Composite material","authors":[{"name":"Devika B. Chithrani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06839023669228828,"gpt":0.3404200293907638,"spread":0.2720297926984755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004692949,0.0004943368,0.001151566,0.0003917373,0.0001043057,0.00007135186,0.0005292355,0.0006559221,0.00005604455],"category_scores_gemma":[0.00007061397,0.0003806767,0.0001310443,0.000372643,0.0002489551,0.0000972281,0.0001306939,0.0005055548,0.00004330571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979842,"about_ca_system_score_gemma":0.0002166933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992075,"about_ca_topic_score_gemma":0.00005306692,"domain_scores_codex":[0.997401,0.0001440468,0.0007121263,0.0008350496,0.0001471695,0.0007606317],"domain_scores_gemma":[0.9985834,0.0002351953,0.0004066875,0.0006104199,0.00009144544,0.00007285078],"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":[0.00005009315,0.0001507047,0.00001257036,0.0002685481,0.00001141626,0.000003920926,0.000009931402,4.472135e-7,0.2752366,0.00006583498,0.00001165797,0.7241783],"study_design_scores_gemma":[0.001074333,0.0001914372,0.000001987513,0.001141466,0.00009320892,0.00001053161,0.000007252262,0.00007429053,0.176335,0.0002519201,0.8204157,0.0004029157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08288601,0.913072,0.00001371619,0.000842013,0.0009506565,0.001894071,0.0001455812,0.0001928129,0.000003097724],"genre_scores_gemma":[0.0009820428,0.9971957,0.0003405888,0.0003639436,0.00005444172,0.0009236738,0.00001647218,0.00009311776,0.0000300404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.820404,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088144091","doi":"10.2174/187221009788490068","title":"Recent Advances in Nanoparticle Preparation by Spray and Microemulsion Methods","year":2009,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of Toronto","funders":"","keywords":"Microemulsion; Materials science; Nanotechnology; Nanoparticle; Emulsion; Ceramic; Particle size; Particle (ecology); Chemical engineering; Composite material; Pulmonary surfactant","authors":[{"name":"Morteza Eslamian","is_ca":true},{"name":"Marzieh Shekarriz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01614320052080339,"gpt":0.3202081297373552,"spread":0.3040649292165519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002789006,0.0004709025,0.001076296,0.000444517,0.00004536997,0.0000270409,0.0002537417,0.0008635611,0.000007790923],"category_scores_gemma":[0.00005616061,0.0004298111,0.00008036621,0.0007298298,0.00004456767,0.0001082293,0.00005504897,0.0006629547,0.00001980928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532424,"about_ca_system_score_gemma":0.00002533432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001019847,"about_ca_topic_score_gemma":0.00002021717,"domain_scores_codex":[0.9979349,0.0001580409,0.000702669,0.0005503305,0.0001264421,0.0005275919],"domain_scores_gemma":[0.999283,0.00006922619,0.0001506088,0.0004023708,0.00003003664,0.00006480671],"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":[0.000009583804,0.00009816713,0.000001280283,0.0005727081,0.00002218739,0.000005366862,0.000005210354,0.0001587125,0.003644157,0.000155595,0.0000721005,0.9952549],"study_design_scores_gemma":[0.0002930819,0.0002422677,4.189902e-7,0.001232946,0.00006257425,0.00002097164,0.000001381128,0.007561463,0.002011313,0.0002682072,0.9879082,0.0003971138],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001320989,0.996083,0.001005185,0.00007596591,0.0003265786,0.0007601214,0.00002643165,0.0003056968,0.00009602567],"genre_scores_gemma":[0.00007847098,0.9981083,0.001422132,0.00002413217,0.00001316144,0.00008469352,0.0001615493,0.0000694241,0.0000381067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9948578,"threshold_uncertainty_score":0.9998153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979416891","doi":"10.2174/1872210513666191007114022","title":"Bubble Electrospinning and Bubble-Spun Nanofibers","year":2019,"lang":"en","type":"article","venue":"Recent Patents on Nanotechnology","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Electrospinning; Nanofiber; Bubble; Materials science; Fabrication; Surface tension; Nanotechnology; Composite material; Computer science; Polymer","authors":[{"name":"Yuqin Wan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007542771662850801,"gpt":0.2280979450426046,"spread":0.2205551733797537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000352713,0.0002947673,0.0004001042,0.0002737854,0.0001956093,0.00005382503,0.0005790081,0.000493107,0.0006816713],"category_scores_gemma":[0.00004173524,0.0002615599,0.00005071887,0.0007411425,0.0003048042,0.0001174406,0.0002268123,0.0003501054,0.001997644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071918,"about_ca_system_score_gemma":0.00007130812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126006,"about_ca_topic_score_gemma":0.00000336299,"domain_scores_codex":[0.9973668,0.00006096085,0.0004245116,0.0008679978,0.0004078497,0.0008719214],"domain_scores_gemma":[0.9987388,0.00009300018,0.0002052417,0.0007255514,0.00009246592,0.0001449675],"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":[0.00005104292,0.0001176935,0.00115256,0.00001927635,0.00001357795,0.000004164508,0.00001984485,0.000002692387,0.9701784,0.009980915,0.0007490111,0.01771078],"study_design_scores_gemma":[0.0008886753,0.0006270389,0.0003547404,0.00005351978,0.00001603406,0.00003704545,0.0000209859,0.00008624976,0.8995031,0.004541713,0.09353399,0.0003369063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890085,0.0005020907,0.001606564,0.005272762,0.0006291594,0.0007749397,0.0000149388,0.0006497278,0.00154131],"genre_scores_gemma":[0.9736127,0.0025543,0.01889031,0.002048063,0.00007663718,0.0002268027,0.00004556898,0.0000930973,0.002452567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09278498,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2471676360","doi":"10.2174/1872210510666160530125646","title":"Micro/Nanospheres Generation by Fluid-Fluid Interaction Technology: A Literature Review","year":2016,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Computer science","authors":[{"name":"Lei Lei","is_ca":false},{"name":"Donald J. Bergstrom","is_ca":false},{"name":"Bing Zhang","is_ca":false},{"name":"Hongbo Zhang","is_ca":false},{"name":"Ruixue Yin","is_ca":false},{"name":"Ki‐Young Song","is_ca":false},{"name":"Wenjun Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0278973304747678,"gpt":0.2949989276051928,"spread":0.267101597130425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003193915,0.00108453,0.001915823,0.001215223,0.0001061337,0.00005688497,0.0008608985,0.002751908,0.0002197103],"category_scores_gemma":[0.0001997658,0.0008341857,0.0002617779,0.004053004,0.0001758936,0.0002149066,0.000176253,0.001505322,0.0005894697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114939,"about_ca_system_score_gemma":0.00009860652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.995767e-7,"about_ca_topic_score_gemma":1.603835e-7,"domain_scores_codex":[0.996365,0.0001017084,0.001576944,0.0009573859,0.0002934274,0.0007055211],"domain_scores_gemma":[0.9976567,0.00003810572,0.0005343798,0.001217678,0.0005006939,0.00005245586],"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":[0.000003437762,0.00005093202,1.569739e-7,0.007657741,0.0001634589,0.00001723854,0.000002892865,7.465736e-8,0.03552198,0.0007600627,0.1712919,0.7845301],"study_design_scores_gemma":[0.0001896999,0.000120428,1.32461e-8,0.08022913,0.0001472756,0.000173678,0.000002054592,0.000005128175,0.07658946,0.00007955771,0.8417907,0.0006728714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001572144,0.984515,0.008236004,0.0006606677,0.001528436,0.001929064,0.0004144247,0.002381158,0.0003195131],"genre_scores_gemma":[0.0000188671,0.9948131,0.0003251678,0.0003751963,0.000171696,0.0008028842,0.002698541,0.0002257284,0.0005687764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7838572,"threshold_uncertainty_score":0.9994109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067970092","doi":"10.2174/187221009788490059","title":"Catalyzed Light Hydride Nanomaterials Embedded in a Micro-Channels Hydrogen Storage Container","year":2009,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"","keywords":"Hydrogen storage; Materials science; Magnesium hydride; Hydride; Catalysis; Chemical engineering; Ball mill; Desorption; Intermetallic; Hydrogen; Nanomaterials; Alloy; Eutectic system; Sorption; Metallurgy; Nanotechnology; Metal; Chemistry; Adsorption; Organic chemistry","authors":[{"name":"Zahir Dehouche","is_ca":true},{"name":"H.A. Peretti","is_ca":false},{"name":"Yeong Yoo","is_ca":false},{"name":"Khaled Belkacemi","is_ca":false},{"name":"J. Goyette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03644441970656725,"gpt":0.2991349086805449,"spread":0.2626904889739776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001442611,0.001592028,0.005438721,0.001567449,0.0001839976,0.0002093731,0.001948045,0.002811924,0.001141721],"category_scores_gemma":[0.0003528946,0.001306594,0.0005661241,0.0009954436,0.0001783246,0.0002378895,0.0005308588,0.0006428281,0.004341489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009459474,"about_ca_system_score_gemma":0.0004202109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006789297,"about_ca_topic_score_gemma":0.00001744775,"domain_scores_codex":[0.9916905,0.001074721,0.002727754,0.002096307,0.0005844789,0.001826306],"domain_scores_gemma":[0.9959701,0.0001371572,0.001550853,0.00194339,0.0001233712,0.0002751621],"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":[0.0001535161,0.0008320833,6.27261e-7,0.002961672,0.0001632553,0.002482806,0.0001218958,0.00001676509,0.7133991,0.0002319996,0.0007743166,0.2788619],"study_design_scores_gemma":[0.0008533939,0.0001991646,5.388685e-8,0.003602433,0.0002141111,0.0002460235,0.00000788801,0.000001090788,0.3434779,0.0001556268,0.6503063,0.0009360116],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2471115,0.7450374,0.000008320805,0.0001842711,0.003315342,0.00309453,0.0004218307,0.0007255105,0.0001013806],"genre_scores_gemma":[0.002646089,0.9946496,0.0001506512,0.0002120493,0.0003212695,0.0007336627,0.0005602235,0.0002379264,0.0004885357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.649532,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321233524","doi":"10.2174/1872210511307020003","title":"Application of Nanofluids to Microsphere Generation Using MEMS Technology","year":2013,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Electrowetting and Microfluidic Technologies","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":"University of Saskatchewan","funders":"","keywords":"Nanofluid; Microelectromechanical systems; Microsphere; Materials science; Nanotechnology; Nanoparticle; Engineering; Chemical engineering","authors":[{"name":"Ki‐Young Song","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04627380569082962,"gpt":0.2922382218831798,"spread":0.2459644161923502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001404946,0.0006905436,0.001647576,0.001422276,0.00008542829,0.00002066758,0.0009492174,0.002644166,0.00002373482],"category_scores_gemma":[0.000100726,0.0006365411,0.0001870632,0.002082556,0.0001443985,0.00004970327,0.0002058362,0.0008419883,0.0002860822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833292,"about_ca_system_score_gemma":0.00008194589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817522,"about_ca_topic_score_gemma":0.000002680619,"domain_scores_codex":[0.9973179,0.00003587728,0.001047191,0.0007135191,0.0001878271,0.0006976737],"domain_scores_gemma":[0.9982568,0.00003136617,0.0003167955,0.001181158,0.000157199,0.00005669157],"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":[0.000001027844,0.00003667869,0.000001813551,0.001067547,0.0001038226,0.000001730097,0.000003393128,0.00002652152,0.2559591,0.0003595976,0.0008052693,0.7416335],"study_design_scores_gemma":[0.0001068478,0.0001481266,5.897948e-8,0.001359369,0.00013329,0.00003986568,0.00000937381,0.00008585964,0.3096101,0.00009915746,0.6879883,0.0004196847],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004745003,0.9797071,0.0106679,0.00009087711,0.0005411105,0.001850467,0.00004426059,0.002316349,0.00003689148],"genre_scores_gemma":[0.001068039,0.9946294,0.00332374,0.00001734036,0.00005543509,0.0005822327,0.00009523273,0.0001732757,0.00005535032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7412139,"threshold_uncertainty_score":0.9996086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309666702","doi":"10.2174/1872210517666221118110054","title":"Investigation of Electromagnetic Wave Absorption Properties of Ni-Coand MWCNT Nanocomposites","year":2022,"lang":"en","type":"article","venue":"Recent Patents on Nanotechnology","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Payame Noor University","keywords":"Nanocomposite; Materials science; Absorption (acoustics); Electromagnetic radiation; Composite material; Optics; Physics","authors":[{"name":"Majid Ebrahimzadeh","is_ca":false},{"name":"Abdolrasoul Gharaati","is_ca":false},{"name":"Alireza Jangjoo","is_ca":true},{"name":"Hamed Rezazadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03390795214129945,"gpt":0.2149848941944806,"spread":0.1810769420531811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052284,0.000212952,0.0004381705,0.0004088955,0.0001393399,0.00001489749,0.0003886737,0.0001520594,0.001121315],"category_scores_gemma":[0.00009336592,0.0001980249,0.00005713004,0.0004927826,0.0002991715,0.00008100522,0.000222743,0.0001852982,0.00004130261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595568,"about_ca_system_score_gemma":0.00008933537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006172767,"about_ca_topic_score_gemma":0.000003845569,"domain_scores_codex":[0.997541,0.0003615349,0.000752609,0.0004294498,0.000519877,0.000395569],"domain_scores_gemma":[0.9986673,0.00003331744,0.0006189084,0.0004647382,0.000172016,0.00004374304],"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":[0.0002773633,0.0001361998,0.0001871328,0.00006269117,0.00001287749,0.000002826949,0.0001080752,0.00005806971,0.996703,0.001058672,0.0001006172,0.001292475],"study_design_scores_gemma":[0.0007013695,0.002941576,0.0008791137,0.00005673429,0.00002713543,0.0000359126,0.00005012951,0.0000666635,0.9929415,0.001842368,0.00027665,0.0001808669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974806,0.0004120545,0.00001323091,0.0008039054,0.0004062701,0.0006490318,0.00003660533,0.0001425225,0.00005575593],"genre_scores_gemma":[0.9985085,0.0002510169,0.0007380887,0.00009199289,0.00001658752,0.000155096,0.00002882594,0.00002830799,0.0001815454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761519,"threshold_uncertainty_score":0.9997918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400502601","doi":"10.2174/0118722105293359240626070342","title":"A Patent Analysis on Nano Drug Delivery Systems","year":2024,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Key Technology Research and Development Program of Shandong","keywords":"Drug delivery; Nanotechnology; Drug; Nanomaterials; Business; Pharmacology; Medicine; Materials science","authors":[{"name":"Dengyu Li","is_ca":false},{"name":"Wen Luo","is_ca":false},{"name":"Shengwei Yin","is_ca":false},{"name":"Ying Wang","is_ca":false},{"name":"Yanqing Zhao","is_ca":false},{"name":"Shiwei Zhu","is_ca":false},{"name":"Jun-feng Yu","is_ca":false},{"name":"Ping Yang","is_ca":false},{"name":"Lina Zhang","is_ca":false},{"name":"Zhuyan Xi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.108343505876772,"gpt":0.3658343310938273,"spread":0.2574908252170554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003038352,0.000911588,0.003663448,0.003754827,0.0001004959,0.00007234506,0.0004296522,0.0009964046,0.0002414522],"category_scores_gemma":[0.00007257312,0.0005823378,0.001605765,0.003294745,0.0001249094,0.00002437421,0.0002415545,0.001443363,0.005351584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727904,"about_ca_system_score_gemma":0.000617859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000282726,"about_ca_topic_score_gemma":0.00004553529,"domain_scores_codex":[0.9953175,0.0002215877,0.0009993571,0.001471917,0.0009442982,0.001045343],"domain_scores_gemma":[0.9974672,0.0001083851,0.0003348611,0.0015708,0.000159616,0.0003591423],"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":[0.0001769548,0.0008270659,0.00001608091,0.009808115,0.01168472,0.001996286,0.000008055407,0.000004514419,0.000002816189,0.0002638067,0.003379094,0.9718325],"study_design_scores_gemma":[0.0008005229,0.001134938,0.000001748709,0.01863127,0.01743295,0.0001272323,0.00001539333,0.0000312135,0.00003678965,0.00001725531,0.9613722,0.0003985052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004636419,0.9934524,0.000004145198,0.0007229353,0.001063585,0.002948945,0.0003809225,0.0005216236,0.0004418317],"genre_scores_gemma":[0.0009729647,0.9921482,0.00001240586,0.00008412823,0.0001315075,0.001169525,0.001086103,0.0001384973,0.004256647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.971434,"threshold_uncertainty_score":0.9996628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}