{"meta":{"query_hash":"6076932a3bf8","filters":{"venue":"Biomaterials Research"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/6076932a3bf8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Biomaterials+Research"},"results":[{"id":"W2497885527","doi":"10.1186/s40824-016-0073-3","title":"Effect of molecular weight of hyaluronic acid (HA) on viscoelasticity and particle texturing feel of HA dermal biphasic fillers","year":2016,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Materials science; Hyaluronic acid; Composite material; Viscoelasticity; Dermis; Particle (ecology); Elastic modulus; Microsphere; Particle size; Chemical engineering","score_opus":0.03188491989279217,"score_gpt":0.37648268174681976,"score_spread":0.3445977618540276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497885527","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":[0.9980938,0.0007009472,0.00044372215,0.000016176751,0.000016814021,0.000009364921,0.000040616174,0.000012298023,0.00066628377],"genre_scores_gemma":[0.9984994,0.00035001183,0.0006317652,0.000019820644,0.000007667533,0.000011051973,0.000050037997,0.0000117960635,0.00041852615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998847,0.000023026027,0.000017675911,0.000021783457,0.000027592627,0.00002528374],"domain_scores_gemma":[0.9994272,0.0002849115,0.00012864964,0.00002149203,0.00005015246,0.00008759007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022757196,0.00031449972,0.000099948804,0.00016870776,0.0000750583,0.00021200883,0.00011164063,0.00015997568,0.0016848088],"category_scores_gemma":[0.00062373566,0.00014982384,0.0001502801,0.00013088844,0.0001552591,0.0003356732,0.0001086572,0.0003280606,0.00022500791],"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":[0.0007249815,0.000088020846,0.00040249355,0.000052323692,0.000008999472,0.000035420562,0.00004343901,0.000117863114,0.9963167,0.000041114912,0.000025337557,0.0021433237],"study_design_scores_gemma":[0.000022218517,0.0010929711,0.0035263456,0.000007340464,0.000038100225,0.000045117595,0.000027628983,0.00056595437,0.9941263,0.000016629778,0.0005245613,0.0000069361317],"about_ca_topic_score_codex":0.0002528013,"about_ca_topic_score_gemma":0.0002698504,"teacher_disagreement_score":0.0016848088,"about_ca_system_score_codex":0.00010439137,"about_ca_system_score_gemma":0.00009150787,"threshold_uncertainty_score":0.005636275},"labels":[],"label_agreement":null},{"id":"W2621441407","doi":"10.1186/s40824-017-0095-5","title":"Natural graft tissues and synthetic biomaterials for periodontal and alveolar bone reconstructive applications: a review","year":2017,"lang":"en","type":"review","venue":"Biomaterials Research","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":387,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; AAID Foundation; American Academy of Implant Dentistry; Alpha Omega Foundation","keywords":"Periodontal fiber; Biomaterial; Regeneration (biology); Dental alveolus; Barrier membrane; Tissue engineering; Dentistry; Biomedical engineering; Materials science; Medicine; Membrane; Chemistry; Cell biology; Biology","score_opus":0.2857499132284861,"score_gpt":0.5329988367655918,"score_spread":0.2472489235371057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621441407","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":[0.0001750138,0.9983701,0.00014480125,0.00010234442,0.000118554606,0.0000063334587,0.000021265403,0.0000060438433,0.0010555262],"genre_scores_gemma":[0.00065367954,0.998237,0.0003431354,0.00007322561,0.0000913643,0.000007700351,0.000028350292,0.0000015729005,0.0005638866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979526,0.000023729826,0.00004190395,0.000031874715,0.00009238466,0.000014836468],"domain_scores_gemma":[0.9996332,0.00019894754,0.00005620121,0.000009286391,0.00007777566,0.000024513372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047713335,0.0007959851,0.0009862713,0.0033825294,0.00033019081,0.0010730696,0.00054282125,0.00091221987,0.0045961887],"category_scores_gemma":[0.00058338384,0.00028138465,0.0004615909,0.002634692,0.00034691262,0.0014472172,0.0005181792,0.0010279439,0.0021877976],"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":[0.000044395263,0.00011102961,0.00018313387,0.028801376,0.000053355056,0.00026726216,0.00008763895,0.00025379568,0.0041507496,0.0025976645,0.014800228,0.9486494],"study_design_scores_gemma":[0.000006511481,0.000098026685,0.0006326472,0.003834728,0.000091929774,0.0016586671,0.00008105961,0.00006201994,0.0011132684,0.001016963,0.99138427,0.000019934558],"about_ca_topic_score_codex":0.00071904593,"about_ca_topic_score_gemma":0.0013000855,"teacher_disagreement_score":0.0045961887,"about_ca_system_score_codex":0.0003223437,"about_ca_system_score_gemma":0.00094941515,"threshold_uncertainty_score":0.015375853},"labels":[],"label_agreement":null},{"id":"W2624444824","doi":"10.1186/s40824-017-0096-4","title":"In vitro ion adsorption and cytocompatibility of dicalcium phosphate ceramics","year":2017,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Adsorption; Ceramic; Materials science; Phosphate; Ion; Chemical engineering; In vitro; Chemistry; Nanotechnology; Composite material; Organic chemistry; Biochemistry","score_opus":0.059361299950773966,"score_gpt":0.3500895826003186,"score_spread":0.29072828264954464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624444824","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":[0.99532133,0.0015501268,0.0017129506,0.000018717017,0.000023668223,0.000033452652,0.00014702599,0.000019788142,0.0011730231],"genre_scores_gemma":[0.9954984,0.000565143,0.0023948748,0.000018496039,0.000008340555,0.00003637818,0.00018301512,0.000013293488,0.0012820009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996643,0.000052486732,0.00004670974,0.0000712668,0.00011264657,0.00005257611],"domain_scores_gemma":[0.99965584,0.00013223119,0.00005678142,0.000036926256,0.00009326411,0.000024965924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004988332,0.000444334,0.00024266093,0.00031017637,0.00020250562,0.0002644125,0.00015797687,0.00031150048,0.0009321225],"category_scores_gemma":[0.00044727218,0.00016881959,0.00021798792,0.00019144664,0.00021622055,0.0001426058,0.00026943494,0.00019688648,0.00018638441],"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":[0.00003850459,0.000008546303,0.00016106693,0.000040083825,0.0000025691409,0.000017699336,0.000021833388,0.000038302056,0.9990476,0.000008957705,0.0000047711405,0.0006099967],"study_design_scores_gemma":[0.0000034983004,0.00019740948,0.0022194013,0.0000044372,0.000010411497,0.000046531775,0.000027306427,0.00026797628,0.9967525,0.000011750185,0.00045558505,0.0000033078788],"about_ca_topic_score_codex":0.00082275155,"about_ca_topic_score_gemma":0.00086254743,"teacher_disagreement_score":0.0009321225,"about_ca_system_score_codex":0.00018048398,"about_ca_system_score_gemma":0.00015253617,"threshold_uncertainty_score":0.0031182766},"labels":[],"label_agreement":null},{"id":"W2946874774","doi":"10.1186/s40824-019-0160-3","title":"Tissue engineering a tendon-bone junction with biodegradable braided scaffolds","year":2019,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Chinese Universities Scientific Fund; National Institutes of Health; North Carolina State University","keywords":"Tendon; Tissue engineering; Materials science; Biomedical engineering; Anatomy; Engineering; Medicine","score_opus":0.032115103535824745,"score_gpt":0.33147459123710515,"score_spread":0.2993594877012804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946874774","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":[0.97539335,0.002556432,0.020320062,0.00003042745,0.00004924814,0.000048992086,0.000068566245,0.00014902899,0.0013837462],"genre_scores_gemma":[0.96630013,0.0008322292,0.030856498,0.000032061926,0.000011463452,0.00007060464,0.00013112034,0.00002978138,0.0017359329],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973243,0.0000274296,0.000025739162,0.000039263,0.0001357599,0.00003932355],"domain_scores_gemma":[0.9995653,0.00008892673,0.0001717105,0.000044873574,0.00008758396,0.00004159732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037809866,0.0005024459,0.00020219729,0.0004619849,0.00013208896,0.00037809915,0.00028153276,0.00048610708,0.0005123861],"category_scores_gemma":[0.0004037707,0.00021504864,0.00020722846,0.00022489189,0.00029332447,0.00041788383,0.00022293333,0.0002743809,0.00024120267],"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":[0.00003974015,0.000022266684,0.00020592737,0.00006652594,0.00000497859,0.000063503125,0.000018862935,0.0004901353,0.9968156,0.00008367851,0.000012015778,0.0021767416],"study_design_scores_gemma":[0.000023432887,0.0006161621,0.0033316654,0.000022678818,0.000026180744,0.0004289383,0.000034941815,0.004625098,0.9876913,0.00008813833,0.003095253,0.000016196818],"about_ca_topic_score_codex":0.00027146217,"about_ca_topic_score_gemma":0.0010144317,"teacher_disagreement_score":0.0005123861,"about_ca_system_score_codex":0.0001995209,"about_ca_system_score_gemma":0.00024589454,"threshold_uncertainty_score":0.0019996166},"labels":[],"label_agreement":null},{"id":"W3125039275","doi":"10.1186/s40824-021-00204-y","title":"3D printing PCL/nHA bone scaffolds: exploring the influence of material synthesis techniques","year":2021,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Porosity; Solvent; Composite material; Scaffold; Polycaprolactone; Thermogravimetric analysis; Chemical engineering; Modulus; Polymer; Biomedical engineering; Chemistry; Organic chemistry","score_opus":0.0625015522725541,"score_gpt":0.3031418085421621,"score_spread":0.240640256269608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125039275","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":[0.98014235,0.005780427,0.012028904,0.000042419822,0.000026673266,0.000114078844,0.00022847067,0.00008442394,0.0015523735],"genre_scores_gemma":[0.96992064,0.0050974553,0.023888312,0.00005186829,0.000027438495,0.00012077971,0.00019372978,0.00007265414,0.00062714296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995141,0.00007715517,0.000058701597,0.000094823954,0.00020594068,0.0000492675],"domain_scores_gemma":[0.9986553,0.0006732747,0.0004704161,0.000053409112,0.00011081864,0.000036743968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067530555,0.00053090765,0.00033405493,0.0005653926,0.00015090157,0.00049516646,0.00023210849,0.00032252228,0.000732688],"category_scores_gemma":[0.0008556063,0.00023895166,0.0004649865,0.0005372546,0.00026541165,0.00055160705,0.00025620105,0.00038955614,0.0002905351],"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":[0.000082145256,0.0000472353,0.00023346326,0.00019694818,0.000009627636,0.00004258511,0.000027811133,0.00032034496,0.9951633,0.000012312149,0.000009146175,0.0038551593],"study_design_scores_gemma":[0.0000058600617,0.00047264612,0.0027257032,0.000011193669,0.00003723215,0.00008750102,0.000015790465,0.0009008359,0.99530905,0.00001633091,0.00040808477,0.000009832099],"about_ca_topic_score_codex":0.000386207,"about_ca_topic_score_gemma":0.0009002558,"teacher_disagreement_score":0.000732688,"about_ca_system_score_codex":0.00025593347,"about_ca_system_score_gemma":0.00017606896,"threshold_uncertainty_score":0.003571391},"labels":[],"label_agreement":null},{"id":"W4210380903","doi":"10.1186/s40824-022-00252-y","title":"Shape-controlled synthesis of zinc nanostructures mediating macromolecules for biomedical applications","year":2022,"lang":"en","type":"review","venue":"Biomaterials Research","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Zinc; Nanostructure; Nanotechnology; Nanomaterials; Materials science; Macromolecule; Nanoparticle; Drug delivery; Chemistry; Biochemistry","score_opus":0.12679052384007225,"score_gpt":0.42522416954817244,"score_spread":0.29843364570810016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210380903","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":[0.0057230224,0.9846311,0.0036313015,0.00021891813,0.0003672291,0.000052345895,0.000041309573,0.000042385054,0.0052923854],"genre_scores_gemma":[0.03451968,0.9520734,0.0066251713,0.000255814,0.0001338606,0.00007976193,0.00007550297,0.000015230222,0.0062215766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99991226,0.000008500686,0.000008416246,0.000020439438,0.000037811413,0.000012596096],"domain_scores_gemma":[0.99997663,0.0000054963834,0.000005919635,0.0000014362314,0.000007617674,0.0000028846146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018414433,0.0008157157,0.00041318787,0.00087358075,0.00015417435,0.00029589474,0.00036474477,0.00052990107,0.0006661917],"category_scores_gemma":[0.00014020805,0.00029971264,0.00029818038,0.0005842168,0.00017802721,0.0005437031,0.00034956855,0.0006540973,0.00054053374],"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":[0.000089484136,0.00014741851,0.00022187176,0.016166486,0.00008853351,0.0005139576,0.00011881365,0.0013163299,0.4300828,0.014276657,0.009845127,0.52713245],"study_design_scores_gemma":[0.00004008565,0.00030083684,0.0010443015,0.0008178042,0.000105979176,0.0013197281,0.000042254214,0.0010383857,0.2610375,0.0015230838,0.73268855,0.00004157077],"about_ca_topic_score_codex":0.0007331113,"about_ca_topic_score_gemma":0.001585593,"teacher_disagreement_score":0.00087358075,"about_ca_system_score_codex":0.00053363945,"about_ca_system_score_gemma":0.00037693855,"threshold_uncertainty_score":0.0038718581},"labels":[],"label_agreement":null},{"id":"W4308637295","doi":"10.1186/s40824-022-00306-1","title":"Aligned nanofibrous collagen membranes from fish swim bladder as a tough and acid-resistant suture for pH-regulated stomach perforation and tendon rupture","year":2022,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fibrous joint; Stomach; Tendon; Surgery; Biomedical engineering; Anatomy; Materials science; Medicine; Internal medicine","score_opus":0.04184647172572325,"score_gpt":0.34201744870679757,"score_spread":0.3001709769810743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308637295","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":[0.99237776,0.0013071325,0.005193247,0.00005811785,0.00004405043,0.000036423615,0.000091513524,0.00004611121,0.00084570533],"genre_scores_gemma":[0.9909204,0.00081233983,0.007138376,0.000055296056,0.000011776646,0.00003816958,0.00010738892,0.000012538937,0.00090371526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999931,0.0000061550127,0.0000063708967,0.000014860546,0.000025735679,0.000015942082],"domain_scores_gemma":[0.9998611,0.000013342658,0.000055652177,0.000009548982,0.000024726944,0.00003557272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019081244,0.00029526153,0.00010366197,0.00024272458,0.00013561295,0.0001487135,0.00012914152,0.0003363483,0.00046542153],"category_scores_gemma":[0.00017637057,0.00010223062,0.000274236,0.00011398525,0.00011017579,0.00021705711,0.00014064618,0.00019082044,0.00012581602],"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":[0.000018863673,0.000011522986,0.00014029213,0.000045360437,0.0000028004222,0.00004891633,0.000009959264,0.00006483526,0.99825114,0.000020696758,0.000017019187,0.0013683833],"study_design_scores_gemma":[0.000011968382,0.00036153468,0.0043551805,0.000015880078,0.000025948308,0.00023939779,0.000029024608,0.0012139798,0.9923091,0.00001656288,0.0014125145,0.000009061424],"about_ca_topic_score_codex":0.00042780963,"about_ca_topic_score_gemma":0.0009855729,"teacher_disagreement_score":0.00046542153,"about_ca_system_score_codex":0.00016790934,"about_ca_system_score_gemma":0.00018659742,"threshold_uncertainty_score":0.0015569925},"labels":[],"label_agreement":null},{"id":"W4311361832","doi":"10.1186/s40824-022-00327-w","title":"Biomimetic hydrogel blanket for conserving and recovering intrinsic cell properties","year":2022,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"KU-KIST Graduate School of Converging Science and Technology; Korea Health Industry Development Institute; Korea Institute of Science and Technology","keywords":"Oxygen permeability; Biophysics; Glycosaminoglycan; Tissue engineering; Cell culture; Oxygen; Cell biology; Chemistry; Materials science; Blanket; Biomedical engineering; Biology; Composite material; Biochemistry","score_opus":0.09232737527013397,"score_gpt":0.3131700945609117,"score_spread":0.22084271929077776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311361832","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":[0.9556856,0.0053014173,0.035817362,0.00008883323,0.00016749401,0.00012701965,0.00056298374,0.0002220368,0.0020273714],"genre_scores_gemma":[0.9635754,0.0017952357,0.031612523,0.00013528514,0.00003594305,0.00018174802,0.00042049563,0.00004067497,0.002202689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987555,0.000009027896,0.000013883145,0.000034028453,0.00005368617,0.000013886839],"domain_scores_gemma":[0.9997613,0.000060650833,0.0000949927,0.000024161569,0.000028117813,0.000030816238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021945273,0.00048386105,0.00018547635,0.00034093,0.00011247343,0.00023117251,0.00025443474,0.0004473856,0.00071148184],"category_scores_gemma":[0.0002610427,0.00014380472,0.00020397954,0.00020358103,0.00015360926,0.00033164045,0.00019418076,0.0002911801,0.000179256],"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":[0.000026044368,0.000013209045,0.000071435206,0.0000740553,0.0000036185224,0.000049473183,0.0000074692553,0.000103657876,0.9971554,0.000031340216,0.000030035233,0.002434301],"study_design_scores_gemma":[0.000011789546,0.00018888152,0.0010265873,0.000012600143,0.000013791882,0.00021317664,0.000007935283,0.0012979043,0.99568427,0.000018944063,0.0015162502,0.000007920586],"about_ca_topic_score_codex":0.00018175364,"about_ca_topic_score_gemma":0.0004506649,"teacher_disagreement_score":0.00071148184,"about_ca_system_score_codex":0.00019633946,"about_ca_system_score_gemma":0.00015851148,"threshold_uncertainty_score":0.0023801327},"labels":[],"label_agreement":null},{"id":"W4384281932","doi":"10.1186/s40824-023-00406-6","title":"Open source board based acoustofluidic transwells for reversible disruption of the blood–brain barrier for therapeutic delivery","year":2023,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"Institute of Hydrobiology; Engineering and Physical Sciences Research Council; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Blood–brain barrier; Open source; Chemistry; Neuroscience; Computer science; Biomedical engineering; Medicine; Biology; Central nervous system; Operating system","score_opus":0.09516782132470145,"score_gpt":0.3427301456093947,"score_spread":0.24756232428469324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384281932","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":[0.66799474,0.0056254948,0.31573716,0.0005087569,0.000856958,0.00028388592,0.00063260115,0.00175622,0.0066041276],"genre_scores_gemma":[0.8808039,0.003063779,0.109143026,0.00014839167,0.00008648224,0.00024815995,0.00039224915,0.0000812551,0.006032789],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997392,0.000019104096,0.000022637529,0.000059993294,0.00013098154,0.000028085033],"domain_scores_gemma":[0.99974555,0.00005870108,0.00008621977,0.00003222148,0.00005406028,0.000023278219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025799483,0.00042479267,0.00017514268,0.0002619587,0.00013401789,0.0003539712,0.00036614513,0.0005426141,0.0011872477],"category_scores_gemma":[0.00030443445,0.00016349416,0.0003051196,0.00014262389,0.00025022897,0.0005010747,0.00023449596,0.00065449695,0.0005216144],"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":[0.000009963922,0.000018292129,0.00004678223,0.0000368119,0.00000236219,0.000037057125,0.000014501472,0.00010413922,0.9963929,0.00018514345,0.00010595221,0.0030460756],"study_design_scores_gemma":[0.000007746948,0.00016187166,0.0009243709,0.0000054543393,0.000011533531,0.0001822527,0.000014505177,0.0028549044,0.99026275,0.00007195202,0.005490127,0.000012355949],"about_ca_topic_score_codex":0.00015769002,"about_ca_topic_score_gemma":0.0004659158,"teacher_disagreement_score":0.0011872477,"about_ca_system_score_codex":0.00020217492,"about_ca_system_score_gemma":0.00016154935,"threshold_uncertainty_score":0.003971696},"labels":[],"label_agreement":null},{"id":"W4413114863","doi":"10.34133/bmr.0251","title":"Facile Synthesis of Designer Shape-Defined Mesoporous Metal Nanoenzymes as Therapeutics for Diseases Involving Excessive Oxidative Stress","year":2025,"lang":"en","type":"article","venue":"Biomaterials Research","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Oxidative stress; Mesoporous material; Materials science; Nanotechnology; Metal; Chemistry; Organic chemistry; Metallurgy; Biochemistry; Catalysis","score_opus":0.07357832852947215,"score_gpt":0.3951291156527614,"score_spread":0.3215507871232892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413114863","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":[0.940006,0.003906751,0.05084627,0.000170426,0.00007922455,0.00019082676,0.0006862047,0.0005367663,0.0035774424],"genre_scores_gemma":[0.9689622,0.0011484886,0.027065221,0.000063772764,0.000013339991,0.00006889749,0.00030320472,0.000046070683,0.0023288836],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994063,0.00000477465,0.0000070808305,0.000017582628,0.000018897328,0.000010999298],"domain_scores_gemma":[0.9999502,0.0000043471405,0.00001715771,0.000005535448,0.000009460987,0.000013397759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009628395,0.00026704225,0.00017534068,0.00012819398,0.000082824205,0.00014805107,0.00015302244,0.00023595802,0.0004661828],"category_scores_gemma":[0.00011237096,0.00014394245,0.00023099163,0.00010845721,0.00013431213,0.00019929197,0.00012991321,0.00022476113,0.00026105987],"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":[0.0000215261,0.0000055718156,0.000034800672,0.000029476138,0.00000254302,0.000019298963,0.0000074071945,0.00011325898,0.9981346,0.00011057659,0.000025811942,0.0014950956],"study_design_scores_gemma":[0.0000072300318,0.00008367726,0.0005123322,0.000001936735,0.0000055522246,0.00007862858,0.0000042386305,0.0010915619,0.99637395,0.000031985906,0.0018040114,0.000004909859],"about_ca_topic_score_codex":0.00032250443,"about_ca_topic_score_gemma":0.00063927524,"teacher_disagreement_score":0.0004661828,"about_ca_system_score_codex":0.00026842832,"about_ca_system_score_gemma":0.00017436269,"threshold_uncertainty_score":0.0019475818},"labels":[],"label_agreement":null}]}