{"meta":{"query_hash":"5cb3dbc5337f","filters":{"venue":"BioNanoScience"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5cb3dbc5337f","api":"https://metacan.xera.ac/api/v1/cohort?venue=BioNanoScience"},"results":[{"id":"W1702758641","doi":"10.1007/s12668-017-0488-x","title":"Preventing Common Hereditary Disorders through Time-Separated Twinning","year":2018,"lang":"en","type":"preprint","venue":"BioNanoScience","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Beijing Institute of Genomics, Chinese Academy of Sciences; Université de Montréal; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Genetics; Mendelian inheritance; Disease; Population; Genetic load; Sibling; Biology; Medicine; Gene; Psychology; Internal medicine; Developmental psychology","score_opus":0.020517872807211675,"score_gpt":0.3075428098937193,"score_spread":0.2870249370865076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1702758641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82491577,0.009890919,0.15493202,0.0012275702,0.00041462752,0.00020952338,0.00028439335,0.0005615163,0.007563736],"genre_scores_gemma":[0.9583572,0.003465082,0.03265456,0.0002033935,0.00005486884,0.00008244176,0.00021860428,0.000115805604,0.004848089],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995696,0.000120311954,0.000033412096,0.00011069628,0.00011225007,0.00005378985],"domain_scores_gemma":[0.99951243,0.00016498873,0.00010820948,0.00010706371,0.00004123149,0.00006611043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071310217,0.0004592665,0.00044071022,0.00062242505,0.0004043936,0.00037091717,0.0006007359,0.0006255115,0.0033131249],"category_scores_gemma":[0.0014306906,0.00021937134,0.0005989767,0.00039567702,0.0005434515,0.00043178894,0.0010347521,0.0009976156,0.0002864245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032707383,0.00077155564,0.00984644,0.00047689248,0.00040617338,0.0021851726,0.00047716295,0.0047769137,0.7130946,0.021438522,0.0022557678,0.24100003],"study_design_scores_gemma":[0.0006624229,0.0034508337,0.019004708,0.00032304163,0.0013239094,0.017141934,0.00037744243,0.015247742,0.8771199,0.021963837,0.04330136,0.00008286839],"about_ca_topic_score_codex":0.00058700057,"about_ca_topic_score_gemma":0.000822297,"teacher_disagreement_score":0.0033131249,"about_ca_system_score_codex":0.00023126246,"about_ca_system_score_gemma":0.00042582004,"threshold_uncertainty_score":0.011083484},"labels":[],"label_agreement":null},{"id":"W1976119585","doi":"10.1007/s12668-011-0008-3","title":"Structure, Scaling, and Performance of Natural Micro- and Nanocomposites","year":2011,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Faculty of Engineering, McGill University","keywords":"Materials science; Toughness; Composite material; Stiffness; Micromechanics; Scaling; Bridging (networking); Toughening; Modulus; Nanocomposite; Microstructure; Fracture toughness; Computer science; Composite number; Geometry","score_opus":0.013437402576651072,"score_gpt":0.20558721067798338,"score_spread":0.1921498081013323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976119585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99753666,0.00044147138,0.0005628765,0.000019284054,0.000008712654,0.0000071483755,0.000058765196,0.00003329629,0.0013317202],"genre_scores_gemma":[0.99792635,0.00014895626,0.0008187904,0.000006424954,0.000003619,0.000009339948,0.000059851565,0.000016193451,0.0010104644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998957,0.000007664604,0.000008197582,0.000026417236,0.000044356297,0.000017655633],"domain_scores_gemma":[0.9998486,0.000050870494,0.000031351283,0.000013315289,0.000034739263,0.000021168275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311757,0.0001427888,0.00009381404,0.00015792038,0.0001271446,0.00026060353,0.00017081869,0.00012385656,0.0006298624],"category_scores_gemma":[0.00031485254,0.00014546547,0.000094239935,0.00009057271,0.00017690734,0.00018864434,0.000096749274,0.00021300408,0.00012175602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004212982,0.000021706854,0.00012747182,0.00002092209,0.0000020419636,0.000008640122,0.000026436075,0.00024375049,0.9980413,0.000100250734,0.000038853475,0.0013265837],"study_design_scores_gemma":[0.0000045166657,0.00008220614,0.0012397211,0.0000013640145,0.0000041441403,0.000014730217,0.000010209982,0.0017939408,0.9962752,0.000019597455,0.0005510975,0.0000032481792],"about_ca_topic_score_codex":0.00088418415,"about_ca_topic_score_gemma":0.0022573746,"teacher_disagreement_score":0.00088418415,"about_ca_system_score_codex":0.0003295078,"about_ca_system_score_gemma":0.000166473,"threshold_uncertainty_score":0.0023907423},"labels":[],"label_agreement":null},{"id":"W2094288302","doi":"10.1007/s12668-013-0086-5","title":"Performance Analysis of Convolutional Coding Techniques in Diffusion-Based Concentration-Encoded PAM Molecular Communication Systems","year":2013,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Convolutional code; Molecular communication; Computer science; Intersymbol interference; Bit error rate; Algorithm; Communications system; Coding gain; Coding (social sciences); Electronic engineering; Transmission (telecommunications); Channel (broadcasting); Theoretical computer science; Telecommunications; Transmitter; Decoding methods; Mathematics; Statistics","score_opus":0.008145866694258626,"score_gpt":0.2085252022020459,"score_spread":0.20037933550778728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094288302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8007996,0.0015120544,0.18597017,0.00047055655,0.00007457547,0.000061961175,0.00026393702,0.00060431403,0.010242879],"genre_scores_gemma":[0.9877313,0.0003065946,0.010243321,0.00003739192,0.000010375512,0.000015929316,0.00010162841,0.000020664142,0.0015328018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992568,0.0001566103,0.000030690997,0.00006983616,0.00028281572,0.00020320897],"domain_scores_gemma":[0.99491286,0.0035461413,0.00032941593,0.00020251516,0.000912934,0.000096236945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014969946,0.0007193026,0.00045181753,0.0005674779,0.0003702355,0.00071303867,0.00075933186,0.00095975416,0.0017219457],"category_scores_gemma":[0.0048814015,0.00018495573,0.00026464174,0.0005771809,0.0006593453,0.0008618154,0.0006954134,0.00048807202,0.00024772462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014814405,0.00021053135,0.0037595932,0.00024917477,0.00012275009,0.00016143106,0.000109625034,0.8180571,0.07825451,0.01834009,0.0008666804,0.07838704],"study_design_scores_gemma":[0.0000058413016,0.00008108982,0.00043604543,0.000008644361,0.00001737713,0.000030596893,0.000006858819,0.9803509,0.018405622,0.0005201219,0.00012605444,0.000010905602],"about_ca_topic_score_codex":0.00946962,"about_ca_topic_score_gemma":0.008537963,"teacher_disagreement_score":0.00946962,"about_ca_system_score_codex":0.0017812041,"about_ca_system_score_gemma":0.001173399,"threshold_uncertainty_score":0.018829048},"labels":[],"label_agreement":null},{"id":"W2158130039","doi":"10.1007/s12668-015-0183-8","title":"Effects of Different Metallic Nanoparticles on Germination and Morphology of the Fungus Rhizopus oryzae 1526 and Changes in the Production of Fumaric Acid","year":2015,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Rhizopus oryzae; Germination; Fungus; Fumaric acid; Spore germination; Nanoparticle; Spore; Chemistry; Incubation; Morphology (biology); Metal; Nuclear chemistry; Food science; Materials science; Chemical engineering; Botany; Nanotechnology; Biochemistry; Biology; Organic chemistry","score_opus":0.02311980276152247,"score_gpt":0.26383694433680166,"score_spread":0.24071714157527918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158130039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984162,0.00021453046,0.0005203199,0.000027396647,0.000018624132,0.000008164044,0.000084307736,0.000022701965,0.00068776874],"genre_scores_gemma":[0.99827313,0.00012525053,0.0005407096,0.000021753138,0.0000032750029,0.000008064436,0.000083860585,0.000009749261,0.0009341297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998789,0.00002106753,0.000013315057,0.000031477135,0.00002797403,0.000027204946],"domain_scores_gemma":[0.999864,0.000037179943,0.000028490462,0.000014110259,0.000029320428,0.000026939522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113162816,0.00026415975,0.00017147767,0.00011121721,0.00011695224,0.00018791296,0.00016774805,0.00030894717,0.000862192],"category_scores_gemma":[0.0002126216,0.00016858891,0.00020539979,0.00009035239,0.00017903838,0.00016062745,0.00012577487,0.00027425535,0.00013822786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026907166,0.00002470312,0.000086184955,0.000025465608,0.000005593444,0.00002622981,0.000013887888,0.00006580504,0.99895597,0.000026149088,0.000016622862,0.0004843029],"study_design_scores_gemma":[0.000011366381,0.00025188611,0.0013896113,0.0000020082648,0.000011672604,0.000023377546,0.000020372474,0.00040161487,0.9976063,0.000015407413,0.00026172536,0.0000046734276],"about_ca_topic_score_codex":0.0012551328,"about_ca_topic_score_gemma":0.0016591675,"teacher_disagreement_score":0.0012551328,"about_ca_system_score_codex":0.00017164879,"about_ca_system_score_gemma":0.00009107417,"threshold_uncertainty_score":0.0028842688},"labels":[],"label_agreement":null},{"id":"W2310229862","doi":"10.1007/s12668-016-0198-9","title":"Primary Bile Acid Chenodeoxycholic Acid-Based Microcapsules to Examine β-cell Survival and the Inflammatory Response","year":2016,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut National Du Cancer; Curtin University of Technology; Australian Government; Ryerson University","keywords":"Chenodeoxycholic acid; Viability assay; Chemistry; Bile acid; Bioenergetics; Cell encapsulation; Glucuronic acid; Cholic acid; Polymer; Cell; Biophysics; Chromatography; Biochemistry; Biology; Mitochondrion; Organic chemistry; Polysaccharide","score_opus":0.01306226743615781,"score_gpt":0.22804121837417785,"score_spread":0.21497895093802002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310229862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900215,0.0023283616,0.0059318207,0.000082508544,0.00013369898,0.000050767365,0.00018051847,0.000060936873,0.0012098785],"genre_scores_gemma":[0.98409504,0.0016240021,0.010317732,0.00010762108,0.00003250252,0.0001746901,0.00019218898,0.000027845006,0.0034285006],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999777,0.00002784707,0.000015171786,0.000060911592,0.000056928853,0.00006217371],"domain_scores_gemma":[0.9998185,0.000057076417,0.0000355574,0.000019125462,0.00004175119,0.000028138145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024783658,0.00044246597,0.00030145785,0.00024523196,0.00020241912,0.0003001919,0.00019778758,0.0004785668,0.0008062615],"category_scores_gemma":[0.00015661978,0.0001730151,0.0002717527,0.00017185367,0.00023817288,0.0002876576,0.0001869242,0.00059462216,0.00025094167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081972066,0.000023524102,0.00008027044,0.000028773255,0.000003405592,0.000028339191,0.000018225563,0.00007352583,0.99895346,0.000038053866,0.000014313896,0.0006561168],"study_design_scores_gemma":[0.0000044977246,0.00013165969,0.0005679598,0.0000022966913,0.000007684598,0.000027204644,0.000011134651,0.00031093828,0.9986356,0.000011130881,0.00028791997,0.0000019054664],"about_ca_topic_score_codex":0.0005631112,"about_ca_topic_score_gemma":0.0010705573,"teacher_disagreement_score":0.0008062615,"about_ca_system_score_codex":0.00038346704,"about_ca_system_score_gemma":0.00029136505,"threshold_uncertainty_score":0.0027822852},"labels":[],"label_agreement":null},{"id":"W2520609167","doi":"10.1007/s12668-016-0261-6","title":"Quality of Life in Patients with Type 2 Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kazan Federal University; Ministry of Education and Science of the Russian Federation","keywords":"Anamnesis; Medicine; Quality of life (healthcare); Cognition; Diabetes mellitus; Disease; Montreal Cognitive Assessment; Type 2 Diabetes Mellitus; Stroke (engine); Population; Cognitive impairment; Type 2 diabetes; Physical therapy; Clinical psychology; Gerontology; Audiology; Internal medicine; Psychiatry; Endocrinology","score_opus":0.03758136913461962,"score_gpt":0.26302006019384483,"score_spread":0.2254386910592252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520609167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992904,0.004020812,0.000052426945,0.00045980702,0.000058578364,0.000010927041,0.00050114887,0.0000026414202,0.0019896766],"genre_scores_gemma":[0.998204,0.0010024834,0.000058308062,0.00013626547,0.000029006062,0.000008510575,0.00035422554,7.336039e-7,0.00020641487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961406,0.00013170451,0.000057332305,0.000042482814,0.00007506236,0.00007944105],"domain_scores_gemma":[0.9989655,0.00017362469,0.0004987604,0.000020962028,0.00009120351,0.00024999093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005493417,0.0002703907,0.00063922064,0.0006303657,0.00047892434,0.0010015903,0.0002664113,0.0005323031,0.0016692509],"category_scores_gemma":[0.0023911304,0.00014259247,0.00091814675,0.0013236193,0.0002087893,0.0004815758,0.0005543726,0.00093913864,0.00012502381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039215919,0.00023107689,0.9907314,0.00006556681,0.00036954484,0.00013080135,0.00014907938,0.00009717615,0.00007855415,0.000036146474,0.00034266277,0.0073758285],"study_design_scores_gemma":[0.000028285158,0.00022925698,0.99831045,0.000040748848,0.00015117179,0.00017986883,0.0004393596,0.00019179506,0.000022519453,0.00008364383,0.00031199114,0.000010892666],"about_ca_topic_score_codex":0.0048253485,"about_ca_topic_score_gemma":0.006512418,"teacher_disagreement_score":0.0048253485,"about_ca_system_score_codex":0.00054647645,"about_ca_system_score_gemma":0.0002808462,"threshold_uncertainty_score":0.00959456},"labels":[],"label_agreement":null},{"id":"W2738692434","doi":"10.1007/s12668-017-0430-2","title":"Regulatory Profile Changes of Lymphocytes and Peripheral Blood Monocytes in Children with Candidiasis Associated with Chronic Somatic Diseases","year":2017,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Kazan Federal University","keywords":"Immunology; IL-2 receptor; Immune system; CD8; Antigen; Biology; Effector; CD3; CD19; Candida albicans; T cell; Microbiology","score_opus":0.022597249711816838,"score_gpt":0.31970333730241546,"score_spread":0.29710608759059864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738692434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991124,0.00030812237,0.000047351292,0.00001721521,0.0000047677113,0.0000045790507,0.000111378584,0.0000020670127,0.00039203392],"genre_scores_gemma":[0.99942267,0.00013912562,0.000059720485,0.00002147378,0.000007270097,0.00000805438,0.00012059154,0.0000013829447,0.00021978961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99974626,0.000046450405,0.000023167673,0.000055041306,0.000038584723,0.00009053529],"domain_scores_gemma":[0.9997596,0.000045072484,0.00008472339,0.000009676245,0.000045602483,0.000055225333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012296233,0.00020503739,0.00029968945,0.0005967097,0.00037856898,0.00044556463,0.00016416902,0.00031113953,0.0013319561],"category_scores_gemma":[0.000568119,0.00013387267,0.00021890333,0.0006145674,0.00020722073,0.0001856965,0.00022534674,0.00036497277,0.00015984013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038893524,0.00007264759,0.98794335,0.000039355044,0.000026308908,0.0012367105,0.00040190757,0.000052571697,0.005159624,0.000042103024,0.00010841082,0.0045279567],"study_design_scores_gemma":[0.0000051370343,0.00014332078,0.9962179,0.000011827258,0.00003692191,0.0015004986,0.0008776704,0.00010603762,0.0007012038,0.00003732825,0.00035808285,0.000004128975],"about_ca_topic_score_codex":0.0025242248,"about_ca_topic_score_gemma":0.0024167418,"teacher_disagreement_score":0.0025242248,"about_ca_system_score_codex":0.0002697658,"about_ca_system_score_gemma":0.00024659795,"threshold_uncertainty_score":0.005019009},"labels":[],"label_agreement":null},{"id":"W2912945263","doi":"10.1007/s12668-019-0600-5","title":"Fabrication of Cellulose Acetate/Polyaziridine Blended Flat Sheet Membranes for Dialysis Application","year":2019,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National University of Science and Technology; National University of Sciences and Technology; University of Waterloo","keywords":"Membrane; Cellulose acetate; Contact angle; Bovine serum albumin; Materials science; Chemical engineering; Dialysis tubing; Urea; Chromatography; Polymer chemistry; Regenerated cellulose; Chemistry; Cellulose; Nuclear chemistry; Organic chemistry; Composite material; Biochemistry","score_opus":0.012228781437411462,"score_gpt":0.24049515909710753,"score_spread":0.22826637765969607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912945263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551955,0.0014219758,0.036626108,0.00018000323,0.00013450348,0.00013828784,0.0008102792,0.0004703578,0.0050229114],"genre_scores_gemma":[0.94386387,0.0011805792,0.04896698,0.00010406907,0.00002349162,0.00014967921,0.0005705085,0.0000452717,0.005095593],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989927,0.00000670104,0.000010091776,0.000025244932,0.000038551672,0.000020148831],"domain_scores_gemma":[0.99992526,0.00001070316,0.000014640148,0.00001605004,0.00002295699,0.000010282239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022879205,0.00034857984,0.00021832991,0.0002646546,0.00024940414,0.00031593742,0.00027484144,0.0005392717,0.0009017723],"category_scores_gemma":[0.00014864687,0.00019368684,0.00034959737,0.00023525131,0.00010554686,0.00035131097,0.00015483968,0.0004676712,0.00065247406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010811131,0.000008055555,0.00003768165,0.000027072365,0.0000031137895,0.000035460638,0.000011880772,0.000064599655,0.9982147,0.000072000934,0.00004484265,0.0014698468],"study_design_scores_gemma":[0.0000026222838,0.000033242213,0.0005494824,0.0000025637773,0.0000043267933,0.00004909251,0.000009292194,0.0006311335,0.99723095,0.000027531154,0.0014560432,0.000003854041],"about_ca_topic_score_codex":0.00023570617,"about_ca_topic_score_gemma":0.0005350046,"teacher_disagreement_score":0.0009017723,"about_ca_system_score_codex":0.00022011534,"about_ca_system_score_gemma":0.00021046665,"threshold_uncertainty_score":0.0030167103},"labels":[],"label_agreement":null},{"id":"W2990274654","doi":"10.1007/s12668-019-00676-2","title":"Activation Markers and Regulatory T cells in Children with Chronic Pyelonephritis Associated with Bacterial Uropathogens","year":2019,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Kazan Federal University","keywords":"IL-2 receptor; Immunology; CD8; Cytotoxic T cell; Fas receptor; TCIRG1; Apoptosis; Medicine; Biology; Antigen; Immune system; T cell; Programmed cell death; Genetics","score_opus":0.0037110893167716648,"score_gpt":0.1970040545873825,"score_spread":0.19329296527061082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990274654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989158,0.00035255443,0.000049820355,0.0000383459,0.0000059776758,0.0000048281436,0.00006731957,0.000006315418,0.0005591347],"genre_scores_gemma":[0.9995357,0.0001709688,0.00005213319,0.000022178678,0.00000844971,0.0000055736746,0.00006148617,0.0000020660748,0.00014139249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961865,0.0000768671,0.000034562927,0.000052037572,0.00007503236,0.00014276984],"domain_scores_gemma":[0.9991721,0.00028023965,0.000243114,0.000028823251,0.00010792482,0.0001679003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003493723,0.00038059228,0.00044284514,0.0011996039,0.00054163847,0.0005115104,0.00029421088,0.0005616107,0.0010113294],"category_scores_gemma":[0.0016846491,0.00027011786,0.0002385813,0.00070416066,0.00057307835,0.00037444313,0.00026000838,0.00078712084,0.00015867873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004070415,0.00016780915,0.9846542,0.000055972745,0.000015374006,0.0056462097,0.00070260337,0.00010479968,0.004061714,0.00006886578,0.0001950753,0.003920244],"study_design_scores_gemma":[0.000029431414,0.00070602365,0.97403777,0.000047661004,0.00006528237,0.01982223,0.0014798621,0.00027178068,0.00222427,0.000074340394,0.0012315765,0.000009620156],"about_ca_topic_score_codex":0.0042420425,"about_ca_topic_score_gemma":0.0026840384,"teacher_disagreement_score":0.0042420425,"about_ca_system_score_codex":0.00039444288,"about_ca_system_score_gemma":0.0004486726,"threshold_uncertainty_score":0.008434653},"labels":[],"label_agreement":null},{"id":"W3000350977","doi":"10.1007/s12668-019-00714-z","title":"The Comorbidity of Back and Cervical Pain, Anxiety, Depression and Alexitymia","year":2020,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Depression (economics); Toronto Alexithymia Scale; Hospital Anxiety and Depression Scale; Medicine; Psychology; Physical therapy; Clinical psychology; Psychiatry","score_opus":0.019640665737037686,"score_gpt":0.26744379563791565,"score_spread":0.24780312990087797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000350977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939779,0.0011990471,0.00023840238,0.00023858364,0.000034558416,0.0000140805105,0.00033073334,0.00000824124,0.0039583994],"genre_scores_gemma":[0.99912935,0.000278365,0.00015176821,0.000025182804,0.000021682117,0.0000040358054,0.00017708931,8.4168084e-7,0.00021169525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994698,0.000097175405,0.00008888085,0.00007707027,0.00017728099,0.00008980761],"domain_scores_gemma":[0.99847335,0.0003068483,0.00077829836,0.00006675043,0.00015938551,0.00021531241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767834,0.0003067723,0.00040950405,0.0011570895,0.0005314727,0.00064041524,0.00022653499,0.00038347158,0.0030147904],"category_scores_gemma":[0.0027131476,0.0001861892,0.0005331036,0.0010800837,0.00026784316,0.0003876629,0.00045654477,0.0006664095,0.00017295884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007515057,0.000041580966,0.9933889,0.000029161738,0.00013431336,0.00060186884,0.000070403585,0.00005155702,0.00086114556,0.00013533412,0.00009659801,0.0045138355],"study_design_scores_gemma":[0.000002181655,0.000036093097,0.99757344,0.000007713594,0.000046261615,0.0018664477,0.00010742155,0.00013136723,0.00004453232,0.00007496945,0.00010571408,0.000003870889],"about_ca_topic_score_codex":0.004463809,"about_ca_topic_score_gemma":0.008945421,"teacher_disagreement_score":0.004463809,"about_ca_system_score_codex":0.00029864072,"about_ca_system_score_gemma":0.0004889174,"threshold_uncertainty_score":0.010085523},"labels":[],"label_agreement":null},{"id":"W4280654045","doi":"10.1007/s12668-022-00990-2","title":"Current Flow in a Cylindrical Nanopore with an Object–Implications for Virus Sensing","year":2022,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electric field; Nanopore; RADIUS; Current (fluid); Ion current; Ion; Mechanics; Space charge; Electrolyte; Electric current; Limiting current; Current density; Chemistry; Field (mathematics); Particle (ecology); Molecular physics; Materials science; Physics; Nanotechnology; Electron; Thermodynamics; Electrode","score_opus":0.027268097339701335,"score_gpt":0.2589756692695119,"score_spread":0.23170757192981054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280654045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803467,0.0012541567,0.013648464,0.00042184247,0.0000915631,0.000070557995,0.00012005157,0.00008438728,0.003962407],"genre_scores_gemma":[0.99082667,0.00039419893,0.0065844595,0.000090034424,0.000043805518,0.00003409229,0.000102476384,0.000020260943,0.0019040811],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983466,0.000022078995,0.000008755606,0.000052350893,0.000037109494,0.00004512249],"domain_scores_gemma":[0.9996486,0.00015823531,0.000064790314,0.000028115177,0.000055137793,0.000045088716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045126374,0.00025822298,0.00032848155,0.00046464158,0.0006539695,0.0009445422,0.00067701,0.0006796003,0.001183805],"category_scores_gemma":[0.0008056198,0.00018129568,0.00024898123,0.00028560424,0.0012173582,0.0017465218,0.00045030293,0.00040852846,0.00019496625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028538192,0.00012349125,0.0006589012,0.000101695034,0.0000092219625,0.0002455114,0.00014823517,0.0015708803,0.98736984,0.0064634457,0.00019170492,0.0028317645],"study_design_scores_gemma":[0.000090278554,0.0010682006,0.0061102244,0.00002968384,0.00003283337,0.0005901938,0.00045656535,0.05453741,0.92843056,0.0036779118,0.004896653,0.0000794221],"about_ca_topic_score_codex":0.0013286177,"about_ca_topic_score_gemma":0.00050962216,"teacher_disagreement_score":0.0013286177,"about_ca_system_score_codex":0.00060041994,"about_ca_system_score_gemma":0.00050956995,"threshold_uncertainty_score":0.0043563247},"labels":[],"label_agreement":null},{"id":"W4319160642","doi":"10.1007/s12668-023-01064-7","title":"PEG Capped $${Ni}_{x}{Co}_{1-x}{Fe}_{2 }{O}_{4}$$ Nanocomposites: Microstructural, Morphological, Optical, Magnetic, Antimicrobial, and Photodegradable Properties","year":2023,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Magnetic Properties and Synthesis of Ferrites","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Polyethylene glycol; Nanocomposite; Materials science; Photodegradation; Nuclear chemistry; Fourier transform infrared spectroscopy; Nanoparticle; PEG ratio; Chemical engineering; Ferrite (magnet); Cobalt; Scanning electron microscope; Nanotechnology; Photocatalysis; Chemistry; Organic chemistry; Metallurgy; Composite material; Catalysis","score_opus":0.02842967513833827,"score_gpt":0.23277789739389715,"score_spread":0.20434822225555888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319160642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98703325,0.0007448926,0.0053027426,0.00013249063,0.000039542083,0.000023201384,0.00014625765,0.00028849032,0.006289117],"genre_scores_gemma":[0.99249494,0.000115724404,0.0025610938,0.000036396003,0.0000042822094,0.000011276945,0.00010650422,0.000041589807,0.004628137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999677,0.0000033105612,0.0000019199858,0.000009196503,0.000009036422,0.000008885404],"domain_scores_gemma":[0.9999745,0.0000034840705,0.0000076249107,0.0000021790015,0.000005060241,0.000007222323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005094606,0.00018829604,0.00010149531,0.000113055066,0.000095417556,0.00016506434,0.00017405623,0.0001726109,0.0013800793],"category_scores_gemma":[0.000082530365,0.00010157984,0.000048874605,0.00007271538,0.00010733729,0.00016384077,0.000096023075,0.0001882275,0.00022249928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103206134,0.00001817121,0.00004460257,0.000024843092,0.0000028732336,0.00001888734,0.000010449427,0.00017521849,0.9974572,0.00019386635,0.000111905545,0.0018388572],"study_design_scores_gemma":[0.000006242813,0.000070018854,0.0009602926,0.0000026197952,0.0000066222283,0.000054207034,0.000009327935,0.001506881,0.9953491,0.00004110806,0.0019898512,0.0000036759084],"about_ca_topic_score_codex":0.00077285187,"about_ca_topic_score_gemma":0.0023597719,"teacher_disagreement_score":0.0013800793,"about_ca_system_score_codex":0.00026692668,"about_ca_system_score_gemma":0.00009492368,"threshold_uncertainty_score":0.0046168566},"labels":[],"label_agreement":null},{"id":"W4367679109","doi":"10.1007/s12668-023-01114-0","title":"A Comparative Study of Green and Chemical Cerium Oxide Nanoparticles (CeO2-NPs): From Synthesis, Characterization, and Electrochemical Analysis to Multifaceted Biomedical Applications","year":2023,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cerium oxide; Nanoparticle; Cerium; Ammonium hydroxide; Chemistry; Nuclear chemistry; Materials science; Oxide; Nanotechnology; Chemical engineering; Inorganic chemistry; Organic chemistry","score_opus":0.021169687335122315,"score_gpt":0.27704791560490794,"score_spread":0.2558782282697856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367679109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884871,0.0042566424,0.0040494353,0.000071641036,0.000038573206,0.00003025934,0.00008712325,0.000029510753,0.0029498613],"genre_scores_gemma":[0.9919343,0.0013747273,0.003682733,0.000051303276,0.000015203158,0.000012140959,0.00010881379,0.000017077306,0.002803608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982506,0.000018122584,0.000011275148,0.00004192091,0.00007827243,0.000025291587],"domain_scores_gemma":[0.99983585,0.000043672462,0.000019923578,0.000016512218,0.00006247843,0.000021621354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025806646,0.00019648515,0.00020768875,0.0002513909,0.00011298921,0.00024551037,0.00017187955,0.0003486915,0.00042725677],"category_scores_gemma":[0.0003033124,0.00012838628,0.00021420757,0.00015230305,0.00019380951,0.00034842582,0.0001603691,0.00021011857,0.00010906558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009624675,0.00001906101,0.00016944186,0.00004206546,0.0000043642635,0.000038944578,0.000012774229,0.000049422255,0.9973247,0.00007483848,0.00001922858,0.0021488278],"study_design_scores_gemma":[0.000003303282,0.00013352184,0.0013473433,0.0000016616647,0.000009575453,0.000108094326,0.000014764805,0.00059642125,0.99698347,0.000024364786,0.00077461527,0.0000028405361],"about_ca_topic_score_codex":0.0005323635,"about_ca_topic_score_gemma":0.0008516528,"teacher_disagreement_score":0.0005323635,"about_ca_system_score_codex":0.00022051488,"about_ca_system_score_gemma":0.00015639594,"threshold_uncertainty_score":0.0016000271},"labels":[],"label_agreement":null},{"id":"W4379520877","doi":"10.1007/s12668-023-01136-8","title":"Microfluidic Patterning of Chemically Modified Nanoparticles for Surface Enhanced Raman Spectroscopic Mapping","year":2023,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Colloidal gold; Raman spectroscopy; Nanotechnology; Nanoparticle; Monolayer; Substrate (aquarium); Microfluidics; Surface modification; Surface-enhanced Raman spectroscopy; Molecule; Self-assembled monolayer; Materials science; Chemistry; Raman scattering; Organic chemistry; Physical chemistry","score_opus":0.035409922203441364,"score_gpt":0.2664617709786423,"score_spread":0.23105184877520096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379520877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627312,0.0031940008,0.11411417,0.0008915567,0.00085749896,0.0003263551,0.00094624015,0.0013401157,0.015598817],"genre_scores_gemma":[0.9007924,0.0011440364,0.08722003,0.00033439999,0.00013120506,0.00024736248,0.00040881796,0.00011933171,0.009602285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997552,0.000027056103,0.000018980078,0.00007990286,0.00006608632,0.00005276112],"domain_scores_gemma":[0.99982136,0.00007466501,0.000039071645,0.000026186723,0.000024188175,0.000014557769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002888944,0.000404114,0.0003174183,0.00026770146,0.0002311302,0.00049339613,0.0006655076,0.00043527273,0.0019254275],"category_scores_gemma":[0.00044345198,0.00037283028,0.00024773076,0.0001611633,0.00022674138,0.00031217208,0.00038625248,0.00039045513,0.00081671594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003197457,0.000018846746,0.00004633406,0.000050270883,0.000004454847,0.000041310628,0.000017067227,0.00015562586,0.9957606,0.00070503977,0.00023440676,0.0029340454],"study_design_scores_gemma":[0.0000100417,0.000033392338,0.00024023301,0.0000026809537,0.0000028045479,0.000041524596,0.000005454878,0.002046718,0.99546534,0.000098365184,0.0020470403,0.000006417709],"about_ca_topic_score_codex":0.0003439947,"about_ca_topic_score_gemma":0.0013271815,"teacher_disagreement_score":0.0019254275,"about_ca_system_score_codex":0.00052119244,"about_ca_system_score_gemma":0.0003237561,"threshold_uncertainty_score":0.0064412355},"labels":[],"label_agreement":null},{"id":"W4410506452","doi":"10.1007/s12668-025-01957-9","title":"New Nanoparticle-Based Drug: A 2024 Update and Future Prospects","year":2025,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nanoparticle; Drug; Nanotechnology; Materials science; Computer science; Pharmacology; Medicine","score_opus":0.006841230325978693,"score_gpt":0.23796437388258607,"score_spread":0.23112314355660737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410506452","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018399958,0.9845799,0.0010858383,0.0064593507,0.0016735357,0.000013637653,0.00020429547,0.00005969853,0.0040837824],"genre_scores_gemma":[0.0075869523,0.9769273,0.002600595,0.005935512,0.001758411,0.000033675387,0.00039174283,0.00003385946,0.004731991],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967337,0.000051342882,0.000053767482,0.00006150109,0.00011656585,0.000043528038],"domain_scores_gemma":[0.9984847,0.0008005771,0.0001444431,0.000046607485,0.00037890446,0.00014480502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017926337,0.0007293139,0.0010277325,0.0014044136,0.00028681415,0.0021202134,0.000808723,0.001998146,0.00638551],"category_scores_gemma":[0.0022860866,0.00035984677,0.00051957247,0.0011617074,0.00090360903,0.0036304526,0.00072330533,0.0021537163,0.0033987213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004994973,0.00015650118,0.00048225917,0.005294581,0.00008261154,0.00029584867,0.0000673633,0.00042276358,0.008313328,0.006105549,0.08309225,0.89518744],"study_design_scores_gemma":[0.00004620609,0.00029734263,0.00039768504,0.00081112346,0.00010806123,0.0009988213,0.000043032596,0.00028484577,0.003822671,0.0015288934,0.9916372,0.000024140665],"about_ca_topic_score_codex":0.001139882,"about_ca_topic_score_gemma":0.0042987615,"teacher_disagreement_score":0.00638551,"about_ca_system_score_codex":0.0011224807,"about_ca_system_score_gemma":0.0016595687,"threshold_uncertainty_score":0.021361649},"labels":[],"label_agreement":null},{"id":"W4414183642","doi":"10.1007/s12668-025-02145-5","title":"Lipid-Polymer Hybrid Nanoparticles for Solubility Enhancement of Tetrahydrocurcumin in a Novel Discriminative Dissolution Medium","year":2025,"lang":"en","type":"article","venue":"BioNanoScience","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Particle size; Dissolution; Bioavailability; Solubility; Zeta potential; Nanoparticle; Drug; Active ingredient; Metabolite","score_opus":0.08891913556268852,"score_gpt":0.43473449231755823,"score_spread":0.34581535675486974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414183642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856279,0.0008891637,0.01139854,0.00008870205,0.000032723907,0.000038486363,0.000058873382,0.00013293208,0.0017327247],"genre_scores_gemma":[0.98883355,0.0005622349,0.0077128094,0.000029933526,0.0000114999175,0.00003785064,0.00006313763,0.000036571313,0.0027123753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999112,0.000012531954,0.000006938799,0.000025309355,0.000023246754,0.000020777768],"domain_scores_gemma":[0.99993384,0.000013999776,0.000020457743,0.000005144751,0.000013416656,0.000013037782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018604792,0.00031791648,0.000183232,0.00013440041,0.00014926842,0.00018097287,0.00017769108,0.00022853172,0.00059983536],"category_scores_gemma":[0.00014297411,0.00012912884,0.0001419914,0.00010306399,0.00016614632,0.0003332162,0.00024298854,0.00030184464,0.00022943692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032908934,0.000009366425,0.00001827002,0.000020576375,0.0000014202803,0.000015834697,0.000009633915,0.00005317718,0.99885595,0.00008993092,0.000021594684,0.0008713305],"study_design_scores_gemma":[0.0000034583204,0.000060277467,0.00011379973,9.95529e-7,0.0000036559381,0.00002003368,0.0000030411113,0.0007707536,0.9985587,0.000006349327,0.00045684673,0.0000020873324],"about_ca_topic_score_codex":0.00084605603,"about_ca_topic_score_gemma":0.0014370901,"teacher_disagreement_score":0.00084605603,"about_ca_system_score_codex":0.00031052818,"about_ca_system_score_gemma":0.00028547848,"threshold_uncertainty_score":0.0022530556},"labels":[],"label_agreement":null}]}