{"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":"51f8ee1e4ce6","filters":{"venue":"Matrix Biology Plus"}},"results":[{"id":"W2935952674","doi":"10.1016/j.mbplus.2019.04.003","title":"Adherent muscle connective tissue fibroblasts are phenotypically and biochemically equivalent to stromal fibro/adipogenic progenitors","year":2019,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Canadian Institutes of Health Research; Fondo Nacional de Desarrollo Científico y Tecnológico; Pontificia Universidad Católica de Chile","keywords":"Mesenchymal stem cell; Extracellular matrix; Cell biology; Progenitor cell; Stromal cell; Regeneration (biology); Connective tissue; Skeletal muscle; Adipogenesis; Biology; Fibroblast; Pathology; Anatomy; Stem cell; Cell culture; Cancer research; Medicine; Genetics","authors":[{"name":"Osvaldo Contreras","is_ca":true},{"name":"Fábio Rossi","is_ca":true},{"name":"Enrique Brandan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00609037745412291,"gpt":0.268113058125745,"spread":0.2620226806716222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001094106,0.0003058459,0.0003471677,0.00006557911,0.00008566926,0.00001687012,0.0002785281,0.0004277227,0.0001846718],"category_scores_gemma":[0.0001051778,0.0002809458,0.0001036963,0.0001030988,0.0001719352,0.00000533736,0.0004080474,0.0001486792,0.0002130177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003179198,"about_ca_system_score_gemma":0.00009295006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002586847,"about_ca_topic_score_gemma":0.00003276796,"domain_scores_codex":[0.9981822,0.000124316,0.0002787626,0.000821558,0.00007798196,0.0005151685],"domain_scores_gemma":[0.9990969,0.00004381313,0.0001205996,0.0004347021,0.0000883153,0.0002156721],"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":[0.0008291048,0.00006817347,0.006230128,0.00005141573,0.0001157983,0.000001891077,0.00005824309,0.00006865901,0.9897774,0.0003030167,0.0009992128,0.00149696],"study_design_scores_gemma":[0.006916379,0.0105916,0.124662,0.0001256026,0.0001582845,0.00006424214,0.0007605118,0.0001600177,0.8033047,0.001852133,0.04933519,0.002069279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965294,0.001268993,0.000331124,0.0003201936,0.0002854325,0.0007561047,0.00008728242,0.0000390726,0.0003824097],"genre_scores_gemma":[0.9978302,0.00004431327,0.0007290458,0.0003809248,0.0002171808,0.00007965792,0.0001921853,0.0000315268,0.0004950132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1864726,"threshold_uncertainty_score":0.9999643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203569489","doi":"10.1016/j.mbplus.2021.100085","title":"Deletion of type VIII collagen reduces blood pressure, increases carotid artery functional distensibility and promotes elastin deposition","year":2021,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ted Rogers Centre for Heart Research","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Elastin; Tropoelastin; Elastic fiber; Extracellular matrix; Chemistry; Contractility; Blood vessel; Internal medicine; In vivo; Endocrinology; Cell biology; Anatomy; Pathology; Biology; Medicine","authors":[{"name":"Amanda L. Mohabeer","is_ca":true},{"name":"Jeffrey T. Kroetsch","is_ca":true},{"name":"Meghan J. McFadden","is_ca":true},{"name":"Negin Khosraviani","is_ca":true},{"name":"Thomas J. Broekelmann","is_ca":false},{"name":"Guangpei Hou","is_ca":true},{"name":"Hangjun Zhang","is_ca":true},{"name":"Yuqing Zhou","is_ca":true},{"name":"Minyao Wang","is_ca":true},{"name":"Anthony O. Gramolini","is_ca":true},{"name":"Robert P. Mecham","is_ca":false},{"name":"Scott P. Heximer","is_ca":true},{"name":"Steffen‐Sebastian Bolz","is_ca":true},{"name":"Michelle P. Bendeck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01549108941130774,"gpt":0.2785395150274093,"spread":0.2630484256161015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001585006,0.0001081065,0.0001701953,0.0000373009,0.00007328775,0.00001080919,0.0000580997,0.0001634247,0.00005681968],"category_scores_gemma":[0.000556227,0.0001043759,0.00004456385,0.0001159563,0.000181404,0.000003831536,0.0001399011,0.00005207458,0.000002690261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006997631,"about_ca_system_score_gemma":0.0001883845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106941,"about_ca_topic_score_gemma":0.0001437329,"domain_scores_codex":[0.9989728,0.0002397445,0.0001733416,0.0003824097,0.00007266166,0.0001590669],"domain_scores_gemma":[0.9992631,0.0000583721,0.00006468236,0.0001954117,0.0003713105,0.00004709351],"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":[0.0002743549,0.0001284811,0.02892622,0.00005903571,0.0001938989,0.000003993329,0.00001826129,0.00001983602,0.9697759,0.00008762132,0.0001232614,0.0003891384],"study_design_scores_gemma":[0.001012219,0.0007409456,0.07004175,0.00001908068,0.0001670578,0.0001692881,0.0001173408,0.0001396002,0.9264593,0.0003024739,0.0006551599,0.0001758318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913791,0.007702314,0.0002644018,0.00009683549,0.0000698153,0.0002256236,0.00008358956,0.00001003886,0.0001683257],"genre_scores_gemma":[0.99839,0.0001721187,0.0002921346,0.00001728899,0.00008222381,0.00002070369,0.0006783458,0.000009423214,0.0003377815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04331664,"threshold_uncertainty_score":0.4256328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954073773","doi":"10.1016/j.mbplus.2019.100009","title":"CCN1 expression by fibroblasts is required for bleomycin-induced skin fibrosis","year":2019,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Connective Tissue Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; University of Toronto; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Scleroderma Society of Ontario; Arthritis Society","keywords":"Matricellular protein; CYR61; Fibrosis; Fibroblast; Myofibroblast; Bleomycin; Cell biology; Chemistry; Extracellular matrix; Biology; Pathology; CTGF; Growth factor; Biochemistry; Medicine","authors":[{"name":"Katherine Quesnel","is_ca":true},{"name":"Shiwen Xu","is_ca":false},{"name":"James Hutchenreuther","is_ca":true},{"name":"Yizhi Xiao","is_ca":true},{"name":"Shangxi Liu","is_ca":true},{"name":"Alexander Peidl","is_ca":true},{"name":"Deboki Naskar","is_ca":true},{"name":"Walter L. Siqueira","is_ca":true},{"name":"David B. O’Gorman","is_ca":true},{"name":"Boris Hinz","is_ca":true},{"name":"Richard Stratton","is_ca":false},{"name":"Andrew Leask","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01691499950403632,"gpt":0.3170682873864198,"spread":0.3001532878823835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244819,0.0002569107,0.0003072548,0.00008167923,0.0001028199,0.00002700282,0.0003907533,0.0004750022,0.0003143785],"category_scores_gemma":[0.0001788597,0.0002333788,0.0001712415,0.0001144831,0.00007130296,0.000007393722,0.0003125402,0.0001318711,0.0002083979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005677058,"about_ca_system_score_gemma":0.0001043154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005959196,"about_ca_topic_score_gemma":0.000008692839,"domain_scores_codex":[0.9981553,0.0001257533,0.0002604735,0.0007680355,0.0001129937,0.0005774592],"domain_scores_gemma":[0.9989128,0.00009894062,0.0001083511,0.0006039369,0.0001493004,0.0001267],"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":[0.0004677499,0.00002891161,0.002207243,0.00005317579,0.00004959428,4.90864e-7,0.00005303391,0.000001900287,0.9686558,0.00003530626,0.02738665,0.001060116],"study_design_scores_gemma":[0.001680239,0.00104436,0.0005746968,0.00002019755,0.000009372392,0.000005210611,0.0000469029,0.00006663853,0.8921,0.000106447,0.1040694,0.0002764362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955594,0.0008975088,0.001099024,0.000478075,0.0002590573,0.0009358859,0.0003294831,0.0000324382,0.0004091403],"genre_scores_gemma":[0.9922088,0.00003872949,0.0006377705,0.0002018669,0.0002048884,0.0001236022,0.0005847624,0.00004692882,0.005952631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07668279,"threshold_uncertainty_score":0.951691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169187259","doi":"10.1016/j.mbplus.2021.100068","title":"Multimerin-2 orchestrates the cross-talk between endothelial cells and pericytes: A mechanism to maintain vascular stability","year":2021,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Fondazione Italiana per la Ricerca sul Cancro; Associazione Italiana per la Ricerca sul Cancro; Ministero della Salute","keywords":"Angiogenesis; Extracellular matrix; Cell biology; Cell adhesion molecule; Endothelium; Endothelial stem cell; Biology; Immunology; Cancer research; In vitro","authors":[{"name":"Albina Fejza","is_ca":false},{"name":"Evelina Poletto","is_ca":false},{"name":"Greta Carobolante","is_ca":false},{"name":"Lucrezia Camicia","is_ca":false},{"name":"Eva Andreuzzi","is_ca":false},{"name":"Alessandra Capuano","is_ca":false},{"name":"Eliana Pivetta","is_ca":false},{"name":"Rosanna Pellicani","is_ca":false},{"name":"Roberta Colladel","is_ca":false},{"name":"Stefano Marastoni","is_ca":true},{"name":"Roberto Doliana","is_ca":false},{"name":"Renato V. Iozzo","is_ca":false},{"name":"Paola Spessotto","is_ca":false},{"name":"Maurizio Mongiat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870793331087239,"gpt":0.2987182793741781,"spread":0.2800103460633057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003791883,0.0002040605,0.0002427361,0.00001969557,0.0001733526,0.00004991886,0.0002173218,0.0002405842,0.000117813],"category_scores_gemma":[0.00009139388,0.000150036,0.0001556583,0.00009665126,0.0002159585,0.000002816153,0.0002390888,0.00009562347,0.00002168828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003081696,"about_ca_system_score_gemma":0.000156795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274452,"about_ca_topic_score_gemma":0.0000505033,"domain_scores_codex":[0.9986054,0.0001918971,0.0002259688,0.0005548099,0.00007059068,0.0003513895],"domain_scores_gemma":[0.9992129,0.00006479584,0.00005582916,0.0004552421,0.00009970376,0.0001115684],"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":[0.00005100378,0.00001987918,0.009412866,0.00001790566,0.000121948,0.000006607154,0.00008959275,0.0000264077,0.9883888,0.0005315759,0.00006052733,0.001272842],"study_design_scores_gemma":[0.0006131906,0.0002227841,0.008035488,0.000005065081,0.00004703151,0.00001882345,0.0003168056,0.00005283809,0.9505849,0.0005563866,0.03928068,0.0002659763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898332,0.002131705,0.006885428,0.0003003148,0.0001643726,0.000255581,0.0003227717,0.00001612215,0.00009044167],"genre_scores_gemma":[0.9965317,0.0003367074,0.001904765,0.0003851356,0.0003508131,0.00005708184,0.0001057127,0.00002300197,0.0003050287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03922015,"threshold_uncertainty_score":0.611829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117836548","doi":"10.1016/j.mbplus.2020.100053","title":"A glycine substitution in the collagenous domain of Col4a3 in mice recapitulates late onset Alport syndrome","year":2020,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; National Institute on Minority Health and Health Disparities; Research and Innovation Foundation; Kidney Foundation of Canada; American Sephardi Federation; University of Cyprus; Deutsche Forschungsgemeinschaft; Alport Syndrome Foundation","keywords":"Alport syndrome; Missense mutation; Mutant; Podocyte; Glomerular basement membrane; Biology; Basement membrane; Slit diaphragm; Mutation; Glomerulonephritis; Chemistry; Molecular biology; Genetics; Cell biology; Proteinuria; Gene; Kidney","authors":[{"name":"Christoforos Odiatis","is_ca":false},{"name":"Isavella Savva","is_ca":false},{"name":"Myrtani Pieri","is_ca":false},{"name":"Pavlos Ioannou","is_ca":false},{"name":"Petros Petrou","is_ca":false},{"name":"Gregory Papagregoriou","is_ca":false},{"name":"Kyriaki I. Antoniadou","is_ca":false},{"name":"Neoklis Makrides","is_ca":false},{"name":"Charalambos Stefanou","is_ca":false},{"name":"Danica Galešić Ljubanović","is_ca":false},{"name":"Γεώργιος Νικολάου","is_ca":false},{"name":"Dorin‐Bogdan Borza","is_ca":false},{"name":"Kostas Stylianou","is_ca":false},{"name":"Oliver Groß","is_ca":false},{"name":"Constantinos Deltas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02714964702766815,"gpt":0.3128630996707314,"spread":0.2857134526430633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005756369,0.0001337001,0.000455735,0.0002103001,0.00003204809,0.000005568669,0.0002016662,0.0001924801,0.0001399056],"category_scores_gemma":[0.0002267421,0.00009528042,0.00006375778,0.0008333896,0.0002060552,0.00001885976,0.00006726683,0.0002665189,0.00009546251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185686,"about_ca_system_score_gemma":0.0002302273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003758589,"about_ca_topic_score_gemma":0.0001498094,"domain_scores_codex":[0.9984771,0.0002965035,0.0004352038,0.0002895758,0.0001824842,0.0003191131],"domain_scores_gemma":[0.9993272,0.0002237203,0.00008579531,0.0002285466,0.00005133528,0.00008339294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008012814,0.001004175,0.3110783,0.000847948,0.0001568946,0.01512511,0.008732836,0.0004203536,0.6503112,0.001928952,0.001693569,0.0006878666],"study_design_scores_gemma":[0.02873935,0.01049222,0.885426,0.0003884406,0.0001658987,0.004871574,0.003124848,0.004996219,0.03115903,0.003179473,0.02655318,0.0009038135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920229,0.001307459,0.0000314552,0.005241386,0.00004099636,0.0009170006,0.00002392578,0.0000207355,0.0003941263],"genre_scores_gemma":[0.9985011,0.0002300989,0.0003529644,0.0006027026,0.00002348768,0.00003393369,0.0001071958,0.00001182657,0.0001367222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6191521,"threshold_uncertainty_score":0.3885423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321503018","doi":"10.1016/j.mbplus.2023.100129","title":"Single collagen fibrils isolated from high stress and low stress tendons show differing susceptibility to enzymatic degradation by the interstitial collagenase matrix metalloproteinase-1 (MMP-1)","year":2023,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Tendon Structure and Treatment","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":"Saint Mary's University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Dalhousie University","keywords":"Fibril; Collagen fibril; Tendon; Biophysics; Chemistry; Matrix metalloproteinase; Collagenase; Matrix (chemical analysis); Extracellular matrix; Anatomy; Biochemistry; Enzyme; Biology","authors":[{"name":"Kelsey Y. Gsell","is_ca":true},{"name":"Samuel P. Veres","is_ca":true},{"name":"Laurent Kreplak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538263893571458,"gpt":0.2776923601985813,"spread":0.2623097212628667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276277,0.0003501112,0.0006136944,0.0001514266,0.000221756,0.00007220857,0.0001723213,0.0002163642,0.0002032013],"category_scores_gemma":[0.0001550917,0.0002313682,0.000110061,0.0004378827,0.0001797879,0.00006054849,0.0002111807,0.000134099,0.00006319723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259273,"about_ca_system_score_gemma":0.00007236721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703166,"about_ca_topic_score_gemma":0.0009500253,"domain_scores_codex":[0.9981096,0.0002062453,0.0004293275,0.0006065405,0.0001810923,0.00046713],"domain_scores_gemma":[0.998658,0.0003749045,0.0001360031,0.0005344384,0.00007728556,0.000219357],"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":[0.00243727,0.0003520736,0.02424386,0.0004950009,0.001456728,0.0004572021,0.002005107,0.0001922731,0.9539338,0.0001794016,0.002957741,0.01128949],"study_design_scores_gemma":[0.025947,0.007333023,0.1111878,0.001296865,0.003701715,0.0003656382,0.007405149,0.009594796,0.8242725,0.001519287,0.004980152,0.002396121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929612,0.0006792618,0.0005554778,0.00167937,0.0003313714,0.00111338,0.002406546,0.0002347506,0.00003858878],"genre_scores_gemma":[0.9958908,0.0000449451,0.0004927532,0.0001189399,0.0001484121,0.0001257913,0.001878283,0.00003604033,0.001264066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296614,"threshold_uncertainty_score":0.9434923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399696669","doi":"10.1016/j.mbplus.2024.100155","title":"Tissue material properties, whole-bone morphology and mechanical behavior in the Fbn1C1041G/+ mouse model of Marfan syndrome","year":2024,"lang":"en","type":"article","venue":"Matrix Biology Plus","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","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 of Alberta; University of Saskatchewan; Memorial University of Newfoundland; Canadian Light Source (Canada); McGill University; Shriners Hospitals for Children - Canada","funders":"Government of Saskatchewan; European Social Fund; Agencia Estatal de Investigación; Fonds de Recherche du Québec - Santé; Canadian Light Source; Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; Canada Foundation for Innovation; Canadian Institutes of Health Research; National Research Council; Marfan Foundation; University of Saskatchewan; National Marfan Foundation","keywords":"Marfan syndrome; Morphology (biology); Materials science; Biology; Medicine; Internal medicine","authors":[{"name":"Elizabeth A. Zimmermann","is_ca":true},{"name":"Taylor DeVet","is_ca":true},{"name":"Myriam Cilla","is_ca":false},{"name":"Laia Albiol","is_ca":false},{"name":"Kyle Kavaseri","is_ca":true},{"name":"Christine Andrea","is_ca":true},{"name":"Catherine Julien","is_ca":true},{"name":"Kerstin Tiedemann","is_ca":true},{"name":"Arash Panahifar","is_ca":true},{"name":"Sima A. Alidokht","is_ca":true},{"name":"Richard R. Chromik","is_ca":true},{"name":"Svetlana V. Komarova","is_ca":true},{"name":"Dieter P. Reinhardt","is_ca":true},{"name":"Paul Zaslansky","is_ca":false},{"name":"Bettina M. Willie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02826578456330445,"gpt":0.3113215295156813,"spread":0.2830557449523768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004079512,0.0001655127,0.0002600243,0.0001160579,0.00004048722,0.00002453178,0.0002746812,0.0003064855,0.00004608446],"category_scores_gemma":[0.00007819344,0.000118396,0.0000460243,0.0001111068,0.0002783011,0.000004659766,0.0002831083,0.0001829736,0.00001427603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240596,"about_ca_system_score_gemma":0.0001056394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294998,"about_ca_topic_score_gemma":0.0001334144,"domain_scores_codex":[0.9986622,0.0002324118,0.0002652803,0.0004408517,0.00008986308,0.0003093776],"domain_scores_gemma":[0.9995379,0.00002849501,0.00003382783,0.0003210144,0.00003913369,0.0000396694],"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":[0.0002004916,0.00006179028,0.0002527632,0.00006840455,0.00002598366,0.00005271085,0.0001170753,0.00002332347,0.9968396,0.0008085431,0.0001392422,0.001410061],"study_design_scores_gemma":[0.001994047,0.003091388,0.001409751,0.00004840812,0.0001056475,0.001226559,0.000553762,0.0051091,0.9782727,0.001329876,0.006203495,0.0006552333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947122,0.003259723,0.0004672683,0.0006329216,0.0001011813,0.0005476825,0.0002186981,0.0000158323,0.00004451986],"genre_scores_gemma":[0.9981623,0.0001772028,0.0002107913,0.00005176548,0.00003586666,0.0001824199,0.0001677863,0.00002472339,0.0009870973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856688,"threshold_uncertainty_score":0.4828048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414571933","doi":"10.1016/j.mbplus.2025.100183","title":"Evolutionary constraints on positional sequence, collective properties and sequence style of tropoelastin dictated by fundamental requirements for formation and function of the extracellular elastic matrix","year":2025,"lang":"en","type":"review","venue":"Matrix Biology Plus","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Tropoelastin; Elastin; Sequence (biology); Sequence alignment; Peptide sequence; Extracellular matrix; Sequence analysis; Conserved sequence; Function (biology)","authors":[{"name":"Fred W. Keeley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05640192517855146,"gpt":0.3453676724808011,"spread":0.2889657473022496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001895765,0.0002340445,0.0004900573,0.0001333614,0.0001564601,0.000009325445,0.0001449272,0.0002956312,0.00001648838],"category_scores_gemma":[0.0002586001,0.0001724894,0.0001235351,0.0001740245,0.0008011777,0.000008406822,0.0001516557,0.0001352298,7.238024e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592544,"about_ca_system_score_gemma":0.0005753433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467614,"about_ca_topic_score_gemma":0.00000590841,"domain_scores_codex":[0.998587,0.0002986661,0.0004207725,0.0003766235,0.0001193378,0.0001976038],"domain_scores_gemma":[0.9991392,0.0001488215,0.0003251882,0.000159838,0.000194904,0.00003204376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003158398,0.0004245145,0.0004283367,0.02931106,0.001723742,0.000002326268,0.0002057054,0.00005365407,0.7641336,0.002378717,0.002472288,0.1957077],"study_design_scores_gemma":[0.03441877,0.04366138,0.002160725,0.05950038,0.008811385,0.001077107,0.00398831,0.009586252,0.1018596,0.006423395,0.7218656,0.006647085],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02539267,0.9669253,0.002087333,0.00003625656,0.0001127222,0.0023515,0.003003352,0.000006933841,0.00008396286],"genre_scores_gemma":[0.3850102,0.6086726,0.0002031615,0.00001610246,0.00004530841,0.0005937227,0.003264818,0.00003269584,0.002161343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7193933,"threshold_uncertainty_score":0.7033913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411336398","doi":"10.1016/j.mbplus.2025.100176","title":"Corrigendum to “Tissue material properties, whole-bone morphology and mechanical behavior in the Fbn1C1041G/+ mouse model of Marfan Syndrome” [Matrix Biol. Plus 23 (2024) 100155]","year":2025,"lang":"en","type":"erratum","venue":"Matrix Biology Plus","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Shriners Hospitals for Children - Canada; Memorial University of Newfoundland; Canadian Light Source (Canada); McGill University","funders":"","keywords":"Morphology (biology); Matrix (chemical analysis); Marfan syndrome; Bone matrix; Materials science; Anatomy; Composite material; Biology; Medicine; Internal medicine; Zoology","authors":[{"name":"Elizabeth A. Zimmermann","is_ca":true},{"name":"Taylor DeVet","is_ca":true},{"name":"Myriam Cilla","is_ca":false},{"name":"Laia Albiol","is_ca":false},{"name":"Kyle Kavaseri","is_ca":true},{"name":"Christine Andrea","is_ca":true},{"name":"Catherine Julien","is_ca":true},{"name":"Kerstin Tiedemann","is_ca":true},{"name":"Arash Panahifar","is_ca":true},{"name":"Sima A. Alidokht","is_ca":true},{"name":"Richard R. Chromik","is_ca":true},{"name":"Svetlana V. Komarova","is_ca":true},{"name":"Dieter P. Reinhardt","is_ca":true},{"name":"Paul Zaslansky","is_ca":false},{"name":"Bettina M. Willie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03196002148650726,"gpt":0.315693009819567,"spread":0.2837329883330598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008161336,0.0007516375,0.001346099,0.0006011975,0.0001522587,0.00005995172,0.001310099,0.00216033,0.0001214665],"category_scores_gemma":[0.000471931,0.0006011821,0.0001872166,0.0004187624,0.0005207269,0.000007785994,0.001579279,0.001018744,0.0000358606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186591,"about_ca_system_score_gemma":0.001195084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363385,"about_ca_topic_score_gemma":0.001349901,"domain_scores_codex":[0.995498,0.0007461972,0.000956841,0.001481923,0.0003041147,0.00101295],"domain_scores_gemma":[0.9979599,0.00004542125,0.0002856387,0.001265837,0.0002698294,0.0001734165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001368007,0.0002326695,0.0001013074,0.0004303277,0.0001729439,0.0001355023,0.0001876829,0.00006487442,0.8305542,0.0002824024,0.1656753,0.0007947469],"study_design_scores_gemma":[0.01333104,0.01606861,0.0009169375,0.0007663994,0.00131047,0.001975052,0.002668596,0.005613628,0.2613685,0.001069378,0.6888554,0.00605601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572939,0.01477551,0.001266032,0.001912527,0.01161344,0.00596477,0.006271344,0.00006752805,0.0008348961],"genre_scores_gemma":[0.5282153,0.002101954,0.0008476647,0.0004339317,0.0005598696,0.001939577,0.007610697,0.000191572,0.4580994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5691857,"threshold_uncertainty_score":0.999644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}