{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"7dc84f635361","filters":{"venue":"Biomaterials and Biosystems"}},"results":[{"id":"W3210366110","doi":"10.1016/j.bbiosy.2021.100029","title":"Advanced non-fluoride approaches to dental enamel remineralization: The next level in enamel repair management","year":2021,"lang":"en","type":"review","venue":"Biomaterials and Biosystems","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Lawson Health Research Institute; St. Joseph's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Enamel paint; Remineralisation; Fluoride; Dentistry; Saliva; Tooth Remineralization; Chemistry; Phosphate; Tooth enamel; Medicine; Biochemistry; Inorganic chemistry","authors":[{"name":"Bernd Grohe","is_ca":true},{"name":"Silvia Mittler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2377558826474614,"gpt":0.3317063007472765,"spread":0.09395041809981503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006080563,0.0007087106,0.001167781,0.002058738,0.0003070737,0.0009513326,0.0008268566,0.001322969,0.003021968],"category_scores_gemma":[0.0004815519,0.0002685194,0.0005784731,0.001475309,0.0006100513,0.00160198,0.0007505246,0.001998974,0.001610213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280056,"about_ca_system_score_gemma":0.0008292111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007695599,"about_ca_topic_score_gemma":0.001397162,"domain_scores_codex":[0.9998017,0.00002888989,0.00002597281,0.00003536549,0.00008522665,0.00002287262],"domain_scores_gemma":[0.9997391,0.0001444363,0.0000331146,0.000008413488,0.00005606145,0.00001882808],"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":[0.00005260683,0.0001301063,0.0001201012,0.02530262,0.00005418805,0.0002093011,0.0001150324,0.000227118,0.004403447,0.007010231,0.009359522,0.9530157],"study_design_scores_gemma":[0.00001121163,0.0002139127,0.0008115674,0.004241675,0.00008760887,0.001707729,0.0001136373,0.0001204989,0.001476376,0.003175461,0.9880182,0.000022194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001106038,0.9988059,0.00019032,0.0001469058,0.0001053415,0.000003867977,0.000005020306,0.000004954536,0.0006271575],"genre_scores_gemma":[0.0007044381,0.9982449,0.0003906655,0.0001177991,0.0001127262,0.000005559792,0.00001123396,0.000001458674,0.0004112036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003021968,"threshold_uncertainty_score":0.01010942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133956249","doi":"10.1016/j.bbiosy.2021.100013","title":"Current interpretations on the in vivo response of bone to additively manufactured metallic porous scaffolds: A review","year":2021,"lang":"en","type":"review","venue":"Biomaterials and Biosystems","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Foshan Science and Technology Bureau","keywords":"Osseointegration; Materials science; Porosity; In vivo; Implant; Bone structure; Biomedical engineering; Material properties; Nanotechnology; Composite material; Engineering; Medicine; Surgery; Biology","authors":[{"name":"Joseph Deering","is_ca":true},{"name":"Kathryn Grandfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03212877844614926,"gpt":0.2903028921873064,"spread":0.2581741137411571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072439,0.0009554601,0.001630067,0.003630701,0.0002526156,0.001526416,0.0009136917,0.001353213,0.002319637],"category_scores_gemma":[0.001331574,0.0004843292,0.0008500192,0.003235396,0.0005835813,0.001673661,0.0006226099,0.000903313,0.001054119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635698,"about_ca_system_score_gemma":0.001654895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003106,"about_ca_topic_score_gemma":0.001068834,"domain_scores_codex":[0.9996669,0.00004451509,0.00008349677,0.00008164016,0.0000988418,0.00002459649],"domain_scores_gemma":[0.998481,0.0009986716,0.0001915825,0.00002908115,0.0002512772,0.00004839203],"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":[0.0001678955,0.0001258198,0.0004140243,0.0945483,0.0001871295,0.0002391032,0.0002075563,0.0006465584,0.007632286,0.002561547,0.01008719,0.8831826],"study_design_scores_gemma":[0.00002524026,0.0005601108,0.002780363,0.01969309,0.0008428114,0.001927096,0.0003678618,0.0003205868,0.005479048,0.002320742,0.9656078,0.00007511616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003278744,0.998539,0.0002791565,0.0001474684,0.0001030954,0.000007407645,0.00003497101,0.000008733284,0.0005523892],"genre_scores_gemma":[0.001017613,0.9982203,0.0002916327,0.0001202976,0.0001084972,0.00001211912,0.00003902191,0.000001787026,0.0001887165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003630701,"threshold_uncertainty_score":0.007759929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360977337","doi":"10.1016/j.bbiosy.2023.100076","title":"Electrochemical and in vitro biological behaviors of a Ti-Mo-Fe alloy specifically designed for stent applications","year":2023,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canada Foundation for Innovation; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Electrochemistry; Alloy; Materials science; In vitro; Nanotechnology; Metallurgy; Chemistry; Electrode; Biochemistry; Physical chemistry","authors":[{"name":"Carolina Catanio Bortolan","is_ca":true},{"name":"Francesco Copes","is_ca":true},{"name":"Masoud Shekargoftar","is_ca":true},{"name":"Vinicius de Oliveira Fidelis Sales","is_ca":true},{"name":"Carlo Paternoster","is_ca":true},{"name":"Leonardo Contri Campanelli","is_ca":false},{"name":"Nicolas Giguère","is_ca":false},{"name":"Diego Mantovani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03760723639556263,"gpt":0.2835087063906107,"spread":0.245901469995048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037663,0.0003390056,0.000217599,0.0002125075,0.00009840643,0.0001702973,0.0001728456,0.0004664108,0.000343073],"category_scores_gemma":[0.000375788,0.0002059697,0.0002213835,0.0001759941,0.00008486347,0.0001220296,0.0001014785,0.000164095,0.00015882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154206,"about_ca_system_score_gemma":0.0000711539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006590792,"about_ca_topic_score_gemma":0.001105126,"domain_scores_codex":[0.9998314,0.00002557598,0.00002421868,0.00003487237,0.0000568032,0.00002705974],"domain_scores_gemma":[0.9998606,0.00002588789,0.00003211606,0.0000157133,0.00005332701,0.00001238656],"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":[0.00003333934,0.000009894551,0.0001905691,0.0000166039,0.000002719279,0.00002020767,0.000011602,0.0000671505,0.9991515,0.000004210385,0.000004326143,0.000487882],"study_design_scores_gemma":[0.000003369524,0.0004517312,0.005788104,0.000002875512,0.00001988208,0.000128602,0.00002284937,0.001033597,0.9920414,0.000005628487,0.0004973905,0.000004624673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974661,0.0007449558,0.001366894,0.00001395455,0.00001825356,0.00001324412,0.00006964272,0.00001622914,0.0002907278],"genre_scores_gemma":[0.9924279,0.0004401938,0.005802943,0.00001526219,0.000009244406,0.00001919898,0.000212074,0.000009113756,0.001064036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006590792,"threshold_uncertainty_score":0.001310527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3183822763","doi":"10.1016/j.bbiosy.2021.100021","title":"Polymeric siRNA delivery targeting integrin-β1 could reduce interactions of leukemic cells with bone marrow microenvironment","year":2021,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"K562 cells; Integrin; Cancer research; Bone marrow; Stromal cell; Cell biology; Small interfering RNA; Fibronectin; Chemistry; Cell; Cell culture; Extracellular matrix; Biology; Immunology; Transfection; Biochemistry","authors":[{"name":"Daniel Nisakar Meenakshi Sundaram","is_ca":true},{"name":"Cezary Kucharski","is_ca":true},{"name":"K Bahadur","is_ca":true},{"name":"Ibrahim Oğuzhan Tarman","is_ca":false},{"name":"Hasan Uludağ","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01258784923619327,"gpt":0.2340241406410625,"spread":0.2214362914048692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007706736,0.0003263767,0.0001735276,0.0001694196,0.00007994723,0.0001777962,0.00009854579,0.0002201997,0.0007207536],"category_scores_gemma":[0.00007467861,0.0001095646,0.0001382387,0.00009638325,0.0001111786,0.0001292195,0.0001140796,0.0002326582,0.0001404774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660942,"about_ca_system_score_gemma":0.000137213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004579513,"about_ca_topic_score_gemma":0.0007592801,"domain_scores_codex":[0.9999405,0.000007830122,0.000004237166,0.00001458347,0.00001822849,0.00001453492],"domain_scores_gemma":[0.9999776,0.000005032594,0.000007313301,0.00000188829,0.000004354167,0.00000380983],"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":[0.00002992204,0.00001287813,0.00005105195,0.00003397357,0.000002916735,0.00001435371,0.000007689917,0.00004831783,0.9978079,0.00005524345,0.00002843735,0.00190715],"study_design_scores_gemma":[0.000009827842,0.0002303226,0.00101268,0.000003496541,0.00001606258,0.00005531777,0.000007616482,0.0006149863,0.9958597,0.00001648417,0.002171772,0.000001777771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890596,0.002917718,0.005699107,0.00009760702,0.0000411832,0.0000556821,0.0001022135,0.00008109853,0.001945858],"genre_scores_gemma":[0.9925815,0.001600308,0.002745588,0.00005771593,0.000008906521,0.00005765157,0.0001559462,0.00001530519,0.002777105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007207536,"threshold_uncertainty_score":0.002411127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223628585","doi":"10.1016/j.bbiosy.2022.100049","title":"Vascular tissue engineering from human adipose tissue: fundamental phenotype of its resident microvascular endothelial cells and stromal/stem cells","year":2022,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Ted Rogers Centre for Heart Research; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Adipose tissue; Stromal cell; Stem cell; Tissue engineering; Phenotype; Cell biology; Biology; Pathology; Medicine; Endocrinology; Gene; Genetics","authors":[{"name":"Jeremy A. Antonyshyn","is_ca":true},{"name":"Meghan J. McFadden","is_ca":true},{"name":"Anthony O. Gramolini","is_ca":true},{"name":"Stefan O.P. Hofer","is_ca":true},{"name":"J. Paul Santerre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008270994839505073,"gpt":0.2172431013541551,"spread":0.20897210651465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324837,0.0002108422,0.0001351574,0.000220344,0.0001428141,0.0003135049,0.00007688663,0.0001332373,0.000827803],"category_scores_gemma":[0.0001457336,0.0000681048,0.0001401122,0.0001805701,0.0001532119,0.0001391342,0.00019815,0.0003013771,0.0002794991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008997666,"about_ca_system_score_gemma":0.0001782511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224543,"about_ca_topic_score_gemma":0.0004665267,"domain_scores_codex":[0.9998719,0.00003378935,0.000009605346,0.00002449529,0.00004240876,0.00001770728],"domain_scores_gemma":[0.9998996,0.00001855426,0.00001879243,0.00001891765,0.0000213242,0.00002277882],"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":[0.00002698227,0.000008624956,0.0002646224,0.00002704634,0.000002848142,0.00003753401,0.00001812285,0.00005823808,0.9966334,0.0001068278,0.00001982394,0.002795947],"study_design_scores_gemma":[0.000005137615,0.0001090085,0.007043334,0.00001134247,0.0000143604,0.0007257882,0.00005248269,0.0008453685,0.9859369,0.0001610283,0.005090866,0.000004407748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643199,0.003474659,0.02686219,0.0001769091,0.00004277817,0.00008377563,0.0004691732,0.0001299454,0.004440719],"genre_scores_gemma":[0.979552,0.00106125,0.01599287,0.00009170367,0.00001957492,0.00005326147,0.0005682388,0.00003282965,0.002628163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000827803,"threshold_uncertainty_score":0.002769232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197400783","doi":"10.1016/j.bbiosy.2021.100027","title":"Bioabsorbable metal zinc differentially affects mitochondria in vascular endothelial and smooth muscle cells","year":2021,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Trace Elements in Health","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Zinc; Neointima; Vascular smooth muscle; Mitochondrion; Mitochondrial fission; Cell biology; mitochondrial fusion; Cell; Chemistry; Cell type; Biology; Biochemistry; Internal medicine; Endocrinology; Medicine; Mitochondrial DNA; Restenosis; Smooth muscle; Stent; Gene","authors":[{"name":"Olivia R.M. Bagshaw","is_ca":true},{"name":"Fereshteh Moradi","is_ca":true},{"name":"Chris Moffatt","is_ca":true},{"name":"Hillary A. Hettwer","is_ca":true},{"name":"Ping Liang","is_ca":true},{"name":"Jeremy Goldman","is_ca":false},{"name":"Jarosław Drelich","is_ca":false},{"name":"Jeffrey A. Stuart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01270614187205018,"gpt":0.2441929668349151,"spread":0.2314868249628649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001170524,0.0001658434,0.0003442073,0.0002456967,0.0002416803,0.0003679112,0.0001416902,0.0002754805,0.0007479938],"category_scores_gemma":[0.0001443925,0.0001497863,0.0003472375,0.0003183129,0.0001654479,0.0002041165,0.0001849809,0.0003441523,0.0001635417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354322,"about_ca_system_score_gemma":0.0001547061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016934,"about_ca_topic_score_gemma":0.002634333,"domain_scores_codex":[0.9997813,0.00002417941,0.00002124394,0.00007407689,0.00005120114,0.00004801057],"domain_scores_gemma":[0.9999239,0.00001273964,0.00002150618,0.000007393108,0.00001893692,0.00001553694],"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":[0.0002282905,0.00001471101,0.0005655344,0.00003761787,0.000005959429,0.00003769451,0.00003169984,0.00002323191,0.9982743,0.00003754984,0.00002238315,0.0007210646],"study_design_scores_gemma":[0.00004267887,0.0005900852,0.07137124,0.00001671099,0.00005774859,0.0002929054,0.0003361278,0.001160027,0.9221918,0.0001376215,0.003785501,0.00001757635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934076,0.002240843,0.002275706,0.0001377632,0.00003613957,0.00002102966,0.0008895353,0.00004674591,0.0009446635],"genre_scores_gemma":[0.9925982,0.001323961,0.002309208,0.0001270027,0.00001174235,0.00006019779,0.0009443823,0.00001426015,0.002610957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0016934,"threshold_uncertainty_score":0.003367126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412987671","doi":"10.1016/j.bbiosy.2025.100115","title":"Gynecologic postoperative anti-adhesion barriers: From biomaterials to barrier development","year":2025,"lang":"en","type":"review","venue":"Biomaterials and Biosystems","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Adhesion; Materials science; Composite material","authors":[{"name":"Abbas Fazel Anvari‐Yazdi","is_ca":true},{"name":"Daniel J. MacPhee","is_ca":true},{"name":"Ildikó Badea","is_ca":true},{"name":"Daniel Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04258587414783694,"gpt":0.3344179890572728,"spread":0.2918321149094358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003114945,0.0003785345,0.0004425847,0.0007245834,0.0001748355,0.00104308,0.0003523692,0.0007370836,0.001392457],"category_scores_gemma":[0.0003653015,0.0001690063,0.0002961188,0.0005547744,0.0004093003,0.001058744,0.0004676518,0.0008550166,0.0006886963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416963,"about_ca_system_score_gemma":0.0004861616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002628679,"about_ca_topic_score_gemma":0.0003926973,"domain_scores_codex":[0.9998173,0.00002808219,0.00002371759,0.00003198315,0.00007688025,0.00002199996],"domain_scores_gemma":[0.9998442,0.00007110052,0.00003215166,0.00000687394,0.00003306254,0.00001259495],"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":[0.00009300253,0.00008138263,0.0006722647,0.02128978,0.00006692788,0.0007297347,0.0003233574,0.000454882,0.06901565,0.01669993,0.01526789,0.8753052],"study_design_scores_gemma":[0.00001175687,0.0004705172,0.002277369,0.004028231,0.00009758185,0.002976347,0.0002554282,0.0003584654,0.02801123,0.004450748,0.9570286,0.00003374166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003212977,0.9911216,0.001523955,0.000929304,0.000409232,0.0000177819,0.00003735589,0.00003172174,0.002715888],"genre_scores_gemma":[0.0131939,0.9816893,0.001559227,0.000877569,0.00042523,0.00003024001,0.00005114542,0.000007659163,0.002165769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001392457,"threshold_uncertainty_score":0.004658222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131397321","doi":"10.1016/j.bbiosy.2021.100014","title":"How can molecular dynamics simulations assist with gene medicines?","year":2021,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Molecular dynamics; Perspective (graphical); Computer science; Nanotechnology; Field (mathematics); Interface (matter); Computational biology; Data science; Human–computer interaction; Chemistry; Biology; Materials science; Artificial intelligence; Computational chemistry; Mathematics","authors":[{"name":"Hasan Uludağ","is_ca":true},{"name":"Tian Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007662285018189719,"gpt":0.2186156110949905,"spread":0.2109533260768008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002437375,0.001251327,0.001632726,0.0006603241,0.0007742923,0.002261521,0.001581322,0.003362595,0.009240536],"category_scores_gemma":[0.01651287,0.0006672741,0.0008681684,0.0006129111,0.001620027,0.00666602,0.001979289,0.00385924,0.004619865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008880884,"about_ca_system_score_gemma":0.00169664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994819,"about_ca_topic_score_gemma":0.002740494,"domain_scores_codex":[0.9993235,0.000308886,0.00003255051,0.00008964987,0.000163316,0.00008220742],"domain_scores_gemma":[0.9968013,0.001993021,0.0001459411,0.0003967314,0.0003820041,0.0002809932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005693943,0.0004025578,0.004025951,0.001271566,0.000451597,0.0005150276,0.0005950533,0.4234825,0.01244997,0.3046876,0.06636766,0.1851811],"study_design_scores_gemma":[0.0001343202,0.00009361353,0.0004219068,0.0002489628,0.00006256569,0.0001111372,0.0002221605,0.5789793,0.003984958,0.3686116,0.04700824,0.0001212899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07818539,0.04051339,0.5498194,0.2268879,0.01049156,0.0003468365,0.001636785,0.01202286,0.08009587],"genre_scores_gemma":[0.6437984,0.04557502,0.2777868,0.01250484,0.001582631,0.0006072079,0.001053629,0.002422912,0.0146687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009240536,"threshold_uncertainty_score":0.0309127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414299619","doi":"10.1016/j.bbiosy.2025.100123","title":"Development of biodegradable Fe-Mn thin structures by electroforming in deep eutectic solvents","year":2025,"lang":"en","type":"article","venue":"Biomaterials and Biosystems","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de recherche du Québec; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Electroforming; Eutectic system; Corrosion; Casting; Thin film; Nanoparticle","authors":[{"name":"Vinicius Sales de Oliveira","is_ca":false},{"name":"Carlo Paternoster","is_ca":false},{"name":"Francesco Copes","is_ca":false},{"name":"P. Mengucci","is_ca":false},{"name":"Gabriele Grima","is_ca":false},{"name":"Marcello Cabibbo","is_ca":false},{"name":"Γεώργιος Κολλιόπουλος","is_ca":true},{"name":"Diego Mantovani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005205307085282886,"gpt":0.207318949247767,"spread":0.2021136421624841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001077572,0.0003303574,0.0001149367,0.000157323,0.00005428999,0.0001300523,0.0001693352,0.0001912343,0.0002732779],"category_scores_gemma":[0.000157516,0.0001808094,0.0001337075,0.00007957764,0.0001238405,0.0002112495,0.0001618134,0.000202523,0.0001626706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140084,"about_ca_system_score_gemma":0.00007061099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114732,"about_ca_topic_score_gemma":0.0006947658,"domain_scores_codex":[0.9999423,0.00000619078,0.000005996546,0.00001635546,0.00001982694,0.00000942382],"domain_scores_gemma":[0.9999032,0.00001589255,0.00005089278,0.000007634291,0.00001365459,0.00000869105],"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":[0.00000589081,0.000001632748,0.00002438852,0.00001143991,8.609528e-7,0.00001417105,0.000004798242,0.00003838302,0.9993642,0.00002391357,0.000004218371,0.0005062432],"study_design_scores_gemma":[0.000001651777,0.00003911264,0.0003737092,0.00000205972,0.000002936115,0.00005559838,0.000003623364,0.0003529479,0.9986535,0.000007976561,0.0005056828,0.000001076969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979634,0.001164829,0.01760911,0.00004404751,0.00002316671,0.00002911896,0.00007314922,0.0001112782,0.001311383],"genre_scores_gemma":[0.9746163,0.0008752543,0.02261579,0.00003530701,0.000006354088,0.00002024574,0.00008794315,0.0000320079,0.001710797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003303574,"threshold_uncertainty_score":0.001016378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}