{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":594,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":594,"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":"5de932459077","filters":{"venue":"Lab on a Chip"}},"results":[{"id":"W2113558416","doi":"10.1039/b917150a","title":"Electrochemical sensing in paper-based microfluidic devices","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":922,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences; U.S. Public Health Service","keywords":"Microfluidics; Photolithography; Nanotechnology; Fabrication; Materials science; Analyte; Electrochemistry; Electrode; Chemistry; Chromatography","authors":[{"name":"Zhihong Nie","is_ca":false},{"name":"Christian A. Nijhuis","is_ca":false},{"name":"Jinlong Gong","is_ca":false},{"name":"Xin Chen","is_ca":false},{"name":"Alexander Kumachev","is_ca":true},{"name":"Andres W. Martinez","is_ca":false},{"name":"Max Narovlyansky","is_ca":false},{"name":"George M. Whitesides","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006423604813778217,"gpt":0.2032814561520357,"spread":0.1968578513382575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008404744,0.0007062447,0.0004456283,0.0006051721,0.0002803761,0.001204831,0.00120896,0.001128783,0.001204974],"category_scores_gemma":[0.00159305,0.000378902,0.0003374593,0.0004903623,0.000465751,0.001555093,0.0006797448,0.0007119003,0.0008907613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645789,"about_ca_system_score_gemma":0.0001912202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461347,"about_ca_topic_score_gemma":0.0002824407,"domain_scores_codex":[0.9988723,0.0002423234,0.00009093073,0.0002078896,0.0005246116,0.00006180304],"domain_scores_gemma":[0.9995261,0.000266125,0.00005423642,0.0000347795,0.00009324126,0.00002542538],"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":[0.00009001491,0.0001029018,0.0004433836,0.00121225,0.00004933911,0.0003683658,0.0001371998,0.004205822,0.8874734,0.01499282,0.0023802,0.08854433],"study_design_scores_gemma":[0.00003374971,0.0002476817,0.0003738264,0.000134223,0.00002828824,0.0005501615,0.00004534268,0.01191963,0.9243294,0.003431826,0.05884847,0.00005743118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1260469,0.07710108,0.7590092,0.002424687,0.00485638,0.0006983579,0.001034438,0.002134982,0.02669398],"genre_scores_gemma":[0.4454219,0.04418926,0.485281,0.001533507,0.0008896855,0.0004914735,0.0006380102,0.0001244027,0.02143072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00120896,"threshold_uncertainty_score":0.004444897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117397508","doi":"10.1039/c1lc20557a","title":"Ensembles of engineered cardiac tissues for physiological and pharmacological study: Heart on a chip","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":538,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute of Neurological Disorders and Stroke; McMaster University; National Science Foundation","keywords":"Contractility; Cardiac muscle; Biomedical engineering; Replicate; Myocyte; Computer science; Biology; Anatomy; Cardiology; Internal medicine; Medicine; Mathematics","authors":[{"name":"Anna Grosberg","is_ca":false},{"name":"Patrick W. Alford","is_ca":false},{"name":"Megan L. McCain","is_ca":false},{"name":"Kevin Kit Parker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07944715391508554,"gpt":0.3294576642899023,"spread":0.2500105103748167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463526,0.000268046,0.0005037479,0.0002220259,0.0001765344,0.0004565963,0.0008358019,0.0005224359,0.0008765465],"category_scores_gemma":[0.0003059612,0.000272083,0.0002656663,0.0001561197,0.000288727,0.0003371827,0.0005774337,0.0006168925,0.0003661361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534735,"about_ca_system_score_gemma":0.0002570417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003523639,"about_ca_topic_score_gemma":0.001127487,"domain_scores_codex":[0.9997055,0.00002974469,0.00001691159,0.0001041394,0.0001080382,0.00003561684],"domain_scores_gemma":[0.9996563,0.0001332391,0.00003565512,0.00006930612,0.00004701075,0.00005856601],"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":[0.00002171664,0.00004210856,0.0002116716,0.00004585563,0.00001462776,0.00003506364,0.00002017988,0.0008798834,0.992353,0.0002866573,0.0002336507,0.005855457],"study_design_scores_gemma":[0.00002716935,0.000392339,0.003541225,0.00001052027,0.00004581115,0.0001699933,0.00004669813,0.02245178,0.9662919,0.0003914426,0.006592717,0.00003830429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6473804,0.002608966,0.3417276,0.0003953124,0.0003929905,0.0002302936,0.0008384645,0.001349183,0.005076853],"genre_scores_gemma":[0.710267,0.001325847,0.282208,0.0005108167,0.00008647273,0.0007749345,0.0008343905,0.0001166025,0.003875936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008765465,"threshold_uncertainty_score":0.00293231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071571360","doi":"10.1039/c5lc00234f","title":"Micromilling: a method for ultra-rapid prototyping of plastic microfluidic devices","year":2015,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":522,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Human Genome Research Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Cancer Institute; Bill and Melinda Gates Foundation","keywords":"Rapid prototyping; Microfluidics; Materials science; Nanotechnology; Process engineering; Computer science; Embedded system; Engineering; Composite material","authors":[{"name":"David J. Guckenberger","is_ca":false},{"name":"Theodorus E. de Groot","is_ca":false},{"name":"Alwin M. D. Wan","is_ca":true},{"name":"David J. Beebe","is_ca":false},{"name":"Edmond W. K. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09345159686624427,"gpt":0.3864646953031178,"spread":0.2930130984368735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020178,0.001547885,0.001315054,0.004842428,0.000707815,0.001537063,0.001265148,0.001194063,0.005017449],"category_scores_gemma":[0.0007769812,0.0009213674,0.0008818162,0.002444562,0.0008280326,0.002381783,0.001260651,0.002265029,0.005942292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111655,"about_ca_system_score_gemma":0.000841266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004701803,"about_ca_topic_score_gemma":0.0008589231,"domain_scores_codex":[0.9992566,0.00007661272,0.00006670094,0.000122502,0.0004144699,0.0000631525],"domain_scores_gemma":[0.9997106,0.0001320345,0.00004786418,0.00001813185,0.00006397517,0.00002733056],"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":[0.00005305622,0.00009920283,0.0001307463,0.01858243,0.00007718707,0.0008742392,0.0003149623,0.0009901026,0.1130996,0.01272492,0.02781095,0.8252426],"study_design_scores_gemma":[0.00001094565,0.0001084351,0.0003041321,0.0009572104,0.00004534168,0.00273929,0.00005789889,0.0004036049,0.0454405,0.001441847,0.948422,0.00006881535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001839816,0.9400327,0.04117567,0.0005540517,0.00127217,0.0002036857,0.0002275674,0.0005079776,0.0141864],"genre_scores_gemma":[0.01005516,0.9383861,0.0362947,0.0006607614,0.0006049054,0.0003476808,0.0003784121,0.0001054899,0.01316677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005017449,"threshold_uncertainty_score":0.01678509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412212238","doi":"10.1039/c6lc00387g","title":"A review of digital microfluidics as portable platforms for lab-on a-chip applications","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":461,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Software portability; Flexibility (engineering); Microfluidics; Lab-on-a-chip; Computer science; Embedded system; Automation; Nanotechnology; Engineering; Systems engineering; Materials science; Mechanical engineering; Operating system","authors":[{"name":"Ehsan Samiei","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true},{"name":"Mina Hoorfar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02301607167967779,"gpt":0.285180480491756,"spread":0.2621644088120782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000570899,0.001164191,0.001040509,0.002865774,0.0003690212,0.000970044,0.000858802,0.0009044024,0.004450319],"category_scores_gemma":[0.0007232074,0.0004966536,0.0006283494,0.002909274,0.0003971551,0.001835262,0.0006885579,0.001253813,0.00247921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557024,"about_ca_system_score_gemma":0.0009605592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007715498,"about_ca_topic_score_gemma":0.001080835,"domain_scores_codex":[0.9996952,0.00003996528,0.00004765861,0.00006057087,0.0001313502,0.00002530625],"domain_scores_gemma":[0.9996614,0.0001547624,0.00005878706,0.00001226098,0.00008429849,0.00002857589],"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":[0.00004054885,0.0001083756,0.0001896347,0.03341091,0.00006469605,0.0003178932,0.0001151132,0.0007665855,0.01002662,0.008294187,0.0284354,0.9182301],"study_design_scores_gemma":[0.00000575686,0.00009342823,0.0004173747,0.001966757,0.00005757319,0.0008360724,0.00003437393,0.0001543466,0.001848481,0.001113395,0.9934484,0.00002411675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002254798,0.9966297,0.0006988738,0.0001574857,0.0002769398,0.00001114717,0.00003131091,0.00001834414,0.001950688],"genre_scores_gemma":[0.0009381825,0.9970177,0.0008249966,0.0001210223,0.0001782552,0.00001466872,0.00003268634,0.000002762202,0.0008698232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004450319,"threshold_uncertainty_score":0.01488781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122459375","doi":"10.1039/c2lc40630f","title":"Microfluidic designs and techniques using lab-on-a-chip devices for pathogen detection for point-of-care diagnostics","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":460,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; McGill University","funders":"","keywords":"Software portability; Microfluidics; Point-of-care testing; Point of care; Infectious disease (medical specialty); Lab-on-a-chip; Nanotechnology; Molecular diagnostics; Computer science; Medicine; Disease; Biology; Bioinformatics; Pathology","authors":[{"name":"Amir M. Foudeh","is_ca":true},{"name":"Tohid F. Didar","is_ca":true},{"name":"Teodor Veres","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.064416334349679,"gpt":0.3047464919427646,"spread":0.2403301575930856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013987,0.001607891,0.001396955,0.003041011,0.0004141915,0.001236539,0.001484436,0.001651681,0.002348621],"category_scores_gemma":[0.001010707,0.0007196317,0.0008574684,0.002078815,0.0009431712,0.001905039,0.0008856159,0.001948838,0.002532544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008317223,"about_ca_system_score_gemma":0.0008388119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004666705,"about_ca_topic_score_gemma":0.0006147355,"domain_scores_codex":[0.9991173,0.0001093265,0.00006887077,0.0001882435,0.0004656455,0.00005061579],"domain_scores_gemma":[0.9994824,0.0002433022,0.00008486945,0.00003127209,0.0001344603,0.00002359845],"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":[0.00007285787,0.0002133281,0.0003815426,0.01486021,0.0001181066,0.0003762125,0.0001634187,0.002089217,0.1490999,0.01871947,0.01237342,0.8015323],"study_design_scores_gemma":[0.00002482561,0.0004311022,0.001124735,0.001287527,0.0001455774,0.002823432,0.00007746727,0.00252081,0.1123026,0.004144241,0.8749859,0.0001317702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002030644,0.9459524,0.04156247,0.0006564651,0.0011319,0.0001307234,0.00009482482,0.0002163467,0.008224357],"genre_scores_gemma":[0.01316249,0.9337774,0.04245035,0.0007694286,0.0006723962,0.000237044,0.0001775115,0.00002724047,0.008726142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003041011,"threshold_uncertainty_score":0.007856965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883384123","doi":"10.1039/c8lc00458g","title":"Capillary microfluidics in microchannels: from microfluidic networks to capillaric circuits","year":2018,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":446,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Microfluidics; Microchannel; Capillary action; Nanotechnology; Materials science","authors":[{"name":"Ayokunle O. Olanrewaju","is_ca":true},{"name":"Maïwenn Beaugrand","is_ca":true},{"name":"Mohamed Yafia","is_ca":true},{"name":"David Juncker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02162785855692283,"gpt":0.2500392766963343,"spread":0.2284114181394115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027356,0.0009145091,0.0009048359,0.00146863,0.0007023441,0.002832138,0.001442537,0.002223076,0.002413547],"category_scores_gemma":[0.001701057,0.0009056968,0.0006551672,0.001668961,0.004207673,0.003905,0.001800941,0.003080986,0.001243509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002075005,"about_ca_system_score_gemma":0.001262505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662107,"about_ca_topic_score_gemma":0.001106148,"domain_scores_codex":[0.9989005,0.0001996518,0.00005822901,0.0002745569,0.0004598646,0.0001071825],"domain_scores_gemma":[0.999496,0.0002536002,0.00005016194,0.00004669262,0.0001025979,0.00005091447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008995437,0.0000665784,0.0004325985,0.003022953,0.00005350755,0.0004211638,0.0007183093,0.008910934,0.05012173,0.7234714,0.02278592,0.189905],"study_design_scores_gemma":[0.00003219439,0.0001775216,0.0004493546,0.0009151115,0.00003315191,0.0007465671,0.0001134967,0.01263881,0.04212808,0.1484182,0.7942023,0.0001452467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00893202,0.6078981,0.3287112,0.008319017,0.00508285,0.0002158087,0.0003516974,0.001332512,0.0391569],"genre_scores_gemma":[0.1452316,0.5458497,0.2620492,0.008290349,0.006707543,0.0006098566,0.0003762226,0.0005013559,0.03038421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002832138,"threshold_uncertainty_score":0.01505524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621842261","doi":"10.1039/c6lc01554a","title":"Organ-on-a-chip devices advance to market","year":2017,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":426,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Heart and Stroke Foundation; University Health Network; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research","keywords":"Chip; Organ-on-a-chip; Business; Engineering; Nanotechnology; Telecommunications; Materials science; Microfluidics","authors":[{"name":"Boyang Zhang","is_ca":true},{"name":"Milica Radisic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07370232187501133,"gpt":0.3870113559552756,"spread":0.3133090340802643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008126248,0.0008150611,0.0005640365,0.001353678,0.00031674,0.001386084,0.0006832464,0.001331675,0.01383223],"category_scores_gemma":[0.0009684589,0.0002788954,0.0005591852,0.001074118,0.000436873,0.002100878,0.0007476414,0.002013817,0.007430725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007406249,"about_ca_system_score_gemma":0.0009844853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006602401,"about_ca_topic_score_gemma":0.001210777,"domain_scores_codex":[0.9995779,0.00004838572,0.00003234167,0.00005883543,0.0002377465,0.00004479931],"domain_scores_gemma":[0.9995986,0.0001438337,0.00003913931,0.00001233153,0.0001653937,0.00004080217],"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":[0.00005536801,0.00007341929,0.0001913647,0.006961568,0.00003213633,0.0002279434,0.00008772787,0.0005531598,0.01029576,0.02816311,0.09254459,0.8608139],"study_design_scores_gemma":[0.00000221606,0.00003170612,0.0001040923,0.0004201915,0.0000108533,0.0001716495,0.00002438318,0.00008110088,0.001114716,0.001641171,0.9963924,0.000005568321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009871022,0.964908,0.002190044,0.002667562,0.002671927,0.00002723641,0.0001196286,0.00008728454,0.02634119],"genre_scores_gemma":[0.005360607,0.9732445,0.002572877,0.001439791,0.0008130827,0.0000299342,0.0001338506,0.00002183409,0.01638342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01383223,"threshold_uncertainty_score":0.04627347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065075903","doi":"10.1039/b717759c","title":"Digital microfluidics for cell-based assays","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":338,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Microscale chemistry; Jurkat cells; Reagent; Lysis; Viability assay; Cell; Cytotoxicity; Nanotechnology; Chemistry; Digital microfluidics; Chromatography; Materials science; Biology; Electrode; Biochemistry; T cell; Immunology; Mathematics; In vitro","authors":[{"name":"Irena Barbulovic-Nad","is_ca":true},{"name":"Hao Yang","is_ca":true},{"name":"Philip S. Park","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01052798775107293,"gpt":0.1906447956124895,"spread":0.1801168078614166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541519,0.001161248,0.0008840823,0.001306527,0.0004639328,0.001139771,0.001744448,0.0009947901,0.006354595],"category_scores_gemma":[0.00199242,0.0006080635,0.0005662968,0.0006660501,0.0007497229,0.001271117,0.001222443,0.001794318,0.003444282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009537525,"about_ca_system_score_gemma":0.0006304891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003181952,"about_ca_topic_score_gemma":0.0007086333,"domain_scores_codex":[0.9981328,0.0002698237,0.0001525355,0.0003526708,0.0009920428,0.0001002829],"domain_scores_gemma":[0.9990246,0.0004301968,0.0001387347,0.0001658096,0.000162827,0.00007786125],"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":[0.0001603374,0.0001746801,0.0004817852,0.001754229,0.00007868397,0.0001942939,0.0001094328,0.00110092,0.7950762,0.02330402,0.01878916,0.1587763],"study_design_scores_gemma":[0.00008819193,0.0003650063,0.0007217035,0.0001746452,0.00008086142,0.0008671669,0.00002110155,0.01192591,0.7106116,0.005383092,0.2696504,0.000110278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01631329,0.05155673,0.8939663,0.002603605,0.006150166,0.001129739,0.002267503,0.005862334,0.02015037],"genre_scores_gemma":[0.09145144,0.02298761,0.8651879,0.002086201,0.001233266,0.002339388,0.001469879,0.0002226378,0.01302153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006354595,"threshold_uncertainty_score":0.02125823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103098975","doi":"10.1039/c5lc00265f","title":"Recent advances in microfluidic actuation and micro-object manipulation via surface acoustic waves","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":337,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microscale chemistry; Microfluidics; Microfabrication; Acoustic streaming; Acoustics; Acoustic wave; Nanotechnology; Computer science; Materials science; Lab-on-a-chip; Surface acoustic wave; Mechanical engineering; Engineering; Physics; Ultrasonic sensor","authors":[{"name":"Ghulam Destgeer","is_ca":true},{"name":"Hyung Jin Sung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02120106429880354,"gpt":0.2346955183191422,"spread":0.2134944540203387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007985359,0.0005438811,0.0004490911,0.001384454,0.0002032922,0.0007753582,0.0004962613,0.0006328612,0.001709182],"category_scores_gemma":[0.000698093,0.000299354,0.000470969,0.001672958,0.0004635898,0.001741416,0.0005858149,0.0007089319,0.0009661585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173,"about_ca_system_score_gemma":0.0005644154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939855,"about_ca_topic_score_gemma":0.0002517253,"domain_scores_codex":[0.9996412,0.00005675352,0.00005327738,0.00007587669,0.0001358186,0.00003703723],"domain_scores_gemma":[0.9994418,0.000268871,0.00009616726,0.00002806144,0.0001273735,0.00003774586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000210754,0.0001230066,0.0008521655,0.02137026,0.0001058107,0.0007763525,0.0004172828,0.001253415,0.1191073,0.01440125,0.005803233,0.8355792],"study_design_scores_gemma":[0.00001876279,0.0005257427,0.002717181,0.001290322,0.0002392646,0.003485525,0.0002554178,0.00186428,0.07774728,0.005626643,0.9061409,0.0000887146],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00709689,0.9780545,0.007297074,0.0008490157,0.0005869853,0.00002162872,0.00004452428,0.00006708792,0.005982242],"genre_scores_gemma":[0.02416955,0.9639891,0.007403628,0.0005188641,0.001030594,0.00003094888,0.0001083586,0.00001571479,0.002733285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001709182,"threshold_uncertainty_score":0.005717814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178577242","doi":"10.1039/d1lc00288k","title":"Conventional and emerging strategies for the fabrication and functionalization of PDMS-based microfluidic devices","year":2021,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":301,"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; McMaster University","keywords":"Microfluidics; Surface modification; Fabrication; Nanotechnology; Materials science; Engineering; Mechanical engineering; Medicine","authors":[{"name":"Amid Shakeri","is_ca":true},{"name":"Shadman Khan","is_ca":true},{"name":"Tohid F. Didar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02333770779387354,"gpt":0.2725306777230549,"spread":0.2491929699291814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008931073,0.001691638,0.0006832116,0.001700246,0.0004335819,0.0007869502,0.001077001,0.001152326,0.001682362],"category_scores_gemma":[0.0007485375,0.0007722015,0.00112397,0.001249452,0.0007770994,0.001616507,0.0009299757,0.001984554,0.00197145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854051,"about_ca_system_score_gemma":0.0007391502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004479792,"about_ca_topic_score_gemma":0.0007067638,"domain_scores_codex":[0.9990342,0.00009572039,0.00009219046,0.000221364,0.0004704922,0.0000860131],"domain_scores_gemma":[0.9997407,0.00009251486,0.00006709373,0.00002943855,0.00005557669,0.00001476568],"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":[0.0000622094,0.0001543435,0.0003249409,0.01731768,0.0001185325,0.0007003398,0.000352394,0.001259971,0.6893485,0.02539992,0.006782055,0.2581791],"study_design_scores_gemma":[0.00001948552,0.000366885,0.001073137,0.0009630024,0.000124734,0.002152784,0.00008430537,0.00164898,0.5828152,0.003513056,0.4071378,0.0001006547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02302008,0.7232683,0.2216112,0.001586375,0.001952847,0.0005156825,0.0008270344,0.0007551578,0.02646322],"genre_scores_gemma":[0.07747071,0.7817007,0.1289276,0.001334332,0.0007471216,0.0006537226,0.0008199104,0.0001104918,0.008235395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001700246,"threshold_uncertainty_score":0.005628109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028843745","doi":"10.1039/c2lc21273k","title":"Microfluidic approaches for cancer cell detection, characterization, and separation","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Characterization (materials science); Nanotechnology; Microfluidic chip; Cell sorting; Cancer cell; Sorting; Cell; Cancer detection; Cancer; Materials science; Biochemical engineering; Computer science; Chemistry; Engineering; Biology; Biochemistry","authors":[{"name":"Jian Chen","is_ca":false},{"name":"Jason Li","is_ca":true},{"name":"Yu Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06453775602110941,"gpt":0.2708273386515051,"spread":0.2062895826303957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125789,0.001658572,0.001649465,0.003195989,0.0004919117,0.0008738759,0.001589312,0.001120913,0.00213976],"category_scores_gemma":[0.0009458542,0.0006964221,0.0006751897,0.001703696,0.001074095,0.001733431,0.001155496,0.001693245,0.002977234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304659,"about_ca_system_score_gemma":0.0009040689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000495996,"about_ca_topic_score_gemma":0.00100356,"domain_scores_codex":[0.9992191,0.0001023958,0.00004832718,0.0001182899,0.0004637633,0.00004820032],"domain_scores_gemma":[0.9995963,0.0001907336,0.00004991252,0.00002984384,0.0001047137,0.00002846516],"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":[0.00004150359,0.0001217565,0.0002404307,0.007587619,0.00009088399,0.0002200604,0.00009096073,0.001042562,0.05027625,0.01487239,0.01643513,0.9089805],"study_design_scores_gemma":[0.00001851584,0.0001858899,0.0005661048,0.0008788317,0.00007762692,0.001945376,0.00004912284,0.0009480834,0.03235524,0.004870509,0.9580328,0.00007182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006049119,0.9670898,0.02639328,0.0005043881,0.0006592836,0.00007943509,0.00005473877,0.000117584,0.004496676],"genre_scores_gemma":[0.004667756,0.9703248,0.02045745,0.0004267193,0.000579118,0.0001406677,0.0001078439,0.00001637972,0.003279249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003195989,"threshold_uncertainty_score":0.00715816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038500428","doi":"10.1039/b306158b","title":"Joule heating and heat transfer in poly(dimethylsiloxane) microfluidic systems","year":2003,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":294,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Joule heating; Microfluidics; Microchannel; Microscale chemistry; Materials science; Heat transfer; Heating element; Resistive touchscreen; Thermal; Thermal conductivity; Substrate (aquarium); Work (physics); Nanotechnology; Mechanics; Thermodynamics; Composite material; Electrical engineering","authors":[{"name":"David Erickson","is_ca":true},{"name":"David Sinton","is_ca":true},{"name":"Dongqing Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007864398857949057,"gpt":0.1982459801671454,"spread":0.1903815813091963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377301,0.0003052758,0.0002739613,0.0002483799,0.0002569449,0.0004142917,0.0003763613,0.0003602607,0.0005751092],"category_scores_gemma":[0.0005984617,0.0003082675,0.0002456031,0.0001700771,0.0009327848,0.0005566136,0.0002896857,0.0002683951,0.0001306295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461743,"about_ca_system_score_gemma":0.0002371374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005010656,"about_ca_topic_score_gemma":0.000468592,"domain_scores_codex":[0.9997737,0.00004360861,0.000008792055,0.00003806782,0.0001090147,0.0000268169],"domain_scores_gemma":[0.999738,0.0001844103,0.00003818318,0.00001364907,0.00001512104,0.00001059813],"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":[0.00008625143,0.00003443149,0.0006295956,0.0001817565,0.00001312392,0.0001385792,0.000123185,0.04060835,0.9406574,0.005536807,0.00009016773,0.01190036],"study_design_scores_gemma":[0.00003473277,0.0002225227,0.002480342,0.000011694,0.00001692592,0.0001909199,0.00003296842,0.248259,0.7426758,0.003276558,0.002764609,0.00003394424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7919994,0.005497869,0.1983268,0.0001543159,0.00009304909,0.00005939595,0.00005986865,0.0003620417,0.003447262],"genre_scores_gemma":[0.9707149,0.001196178,0.02625055,0.00002507499,0.00002836776,0.00005048128,0.00003744216,0.00002048619,0.001676636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005751092,"threshold_uncertainty_score":0.003350198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003464959","doi":"10.1039/b512179e","title":"Fabrication and characterization of poly(methylmethacrylate) microfluidic devices bonded using surface modifications and solvents","year":2005,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":284,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Prairie","keywords":"Materials science; Adhesion; Substrate (aquarium); Solvent; Surface modification; Adhesive; Composite material; Chemical engineering; Embossing; Bond strength; Polymer; Fabrication; Polymer chemistry; Layer (electronics); Chemistry; Organic chemistry","authors":[{"name":"Laurie Brown","is_ca":true},{"name":"Terry Koerner","is_ca":true},{"name":"J. Hugh Horton","is_ca":true},{"name":"Richard D. Oleschuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01406867982334767,"gpt":0.228457071317454,"spread":0.2143883914941064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705019,0.0003970314,0.0002476736,0.0002712811,0.0001957396,0.0002815422,0.0002770981,0.0003280903,0.0007990162],"category_scores_gemma":[0.0007643353,0.0001977295,0.0001684772,0.000195576,0.00024837,0.000276425,0.0001466862,0.0003224288,0.0003135898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148562,"about_ca_system_score_gemma":0.0001970965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122528,"about_ca_topic_score_gemma":0.0003437192,"domain_scores_codex":[0.9997891,0.00001896192,0.00002164663,0.00005494239,0.00009301423,0.00002245392],"domain_scores_gemma":[0.9995939,0.0001499309,0.0001137926,0.00004316479,0.00006857061,0.00003067574],"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":[0.00001193008,0.000007298827,0.0001219965,0.00002984997,0.000002511867,0.00002976526,0.00001189788,0.00006712786,0.9976683,0.00007786114,0.00002344757,0.001948031],"study_design_scores_gemma":[0.000003444489,0.00007536479,0.001622289,0.000003785868,0.000006295477,0.00009432843,0.000008370112,0.0004534402,0.9955434,0.00003536743,0.002150178,0.000003699107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915905,0.004633168,0.0746842,0.0002465413,0.0002094636,0.0004076675,0.0007501356,0.0003710848,0.002792838],"genre_scores_gemma":[0.8841266,0.003534901,0.1058304,0.0001625565,0.00006402578,0.0007072283,0.00068142,0.00006429684,0.00482864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007990162,"threshold_uncertainty_score":0.00267303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974362648","doi":"10.1039/c1lc20014c","title":"Axon diodes for the reconstruction of oriented neuronal networks in microfluidic chambers","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":276,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Fondation de France; Agence Nationale de la Recherche","keywords":"Neuroscience; Axon; Biology; Biological neural network; Axon guidance; Population; Neuron","authors":[{"name":"Jean‐Michel Peyrin","is_ca":false},{"name":"Bérangère Deleglise","is_ca":false},{"name":"Laure Saïas","is_ca":false},{"name":"Maéva Vignes","is_ca":false},{"name":"Paul Gougis","is_ca":false},{"name":"Sébastien Magnifico","is_ca":false},{"name":"Sandrine Bétuing","is_ca":false},{"name":"Mathéa Pietri","is_ca":false},{"name":"Jocelyne Caboche","is_ca":false},{"name":"Peter Vanhoutte","is_ca":false},{"name":"Jean‐Louis Viovy","is_ca":false},{"name":"Bernard Brugg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04846478753903389,"gpt":0.2421602978276226,"spread":0.1936955102885887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478148,0.0004092022,0.0001897507,0.0001895921,0.0001481666,0.0003551654,0.0004413772,0.0003150804,0.0007464809],"category_scores_gemma":[0.0003962464,0.0002520363,0.0001786809,0.0001244496,0.0002616764,0.0002719928,0.0003814873,0.0003844978,0.0002987831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541108,"about_ca_system_score_gemma":0.0003544958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100283,"about_ca_topic_score_gemma":0.0006506807,"domain_scores_codex":[0.9998038,0.00003010424,0.00001345038,0.00005064092,0.00007873966,0.00002316618],"domain_scores_gemma":[0.9997529,0.0001338789,0.00004548547,0.00002957807,0.00002330095,0.00001466572],"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":[0.00004312117,0.00002146802,0.0004501346,0.0001396308,0.00001166851,0.0001264432,0.00006261218,0.008716102,0.9659945,0.008489744,0.0004104793,0.01553426],"study_design_scores_gemma":[0.00003262276,0.0001705432,0.001163619,0.00002786809,0.00001762752,0.0003542631,0.00002174131,0.05803252,0.9105445,0.001905833,0.02767821,0.00005063222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2573052,0.002754849,0.7306293,0.000318696,0.0003878106,0.0001851363,0.0006079206,0.0009313496,0.006879672],"genre_scores_gemma":[0.5354674,0.002085853,0.4567355,0.00009105331,0.00003963881,0.0004031884,0.0002592553,0.00007368822,0.004844377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007464809,"threshold_uncertainty_score":0.002569258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022102744","doi":"10.1039/c3lc50355k","title":"Recent advances in microfluidic techniques for single-cell biophysical characterization","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":268,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Nanotechnology; Characterization (materials science); Biochemical engineering; Computer science; Living cell; Engineering; Biology; Materials science; Biological system","authors":[{"name":"Yi Zheng","is_ca":true},{"name":"John Nguyen","is_ca":true},{"name":"Yuan Wei","is_ca":true},{"name":"Yu Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0318035707849853,"gpt":0.2634894090783328,"spread":0.2316858382933475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055545,0.001039567,0.001008942,0.002345105,0.0002824665,0.0007017202,0.0009632205,0.0009592006,0.00261997],"category_scores_gemma":[0.001025031,0.0004335676,0.0005869858,0.002379977,0.00053216,0.001775533,0.0008085735,0.001293441,0.002027746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005698277,"about_ca_system_score_gemma":0.0008667508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006932866,"about_ca_topic_score_gemma":0.0007500505,"domain_scores_codex":[0.9995808,0.00005858147,0.00004580133,0.00009644479,0.0001878399,0.00003065574],"domain_scores_gemma":[0.999182,0.0003939763,0.00009612677,0.00003747575,0.0002446352,0.00004570837],"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":[0.00004751892,0.00009036213,0.000347123,0.01268409,0.00006317186,0.0001841356,0.00008646988,0.001109343,0.02386393,0.01118309,0.01362011,0.9367207],"study_design_scores_gemma":[0.00001347096,0.0001476375,0.001012511,0.001341959,0.000120486,0.001754518,0.00008631498,0.0008734813,0.01412521,0.004196711,0.9762645,0.00006316818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000642222,0.9919999,0.004178748,0.0003831441,0.0002875581,0.00001419996,0.0000289505,0.00003394985,0.002431301],"genre_scores_gemma":[0.00295309,0.9906871,0.004323781,0.0002401553,0.0003257756,0.00002641009,0.00005330174,0.000005600651,0.00138481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00261997,"threshold_uncertainty_score":0.008764684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797542451","doi":"10.1039/c7lc01236e","title":"Handheld skin printer: <i>in situ</i> formation of planar biomaterials and tissues","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; Health Sciences Centre; Sunnybrook Health Science Centre; University of New Brunswick; University of Toronto; Toronto Public Health","funders":"National Institute of General Medical Sciences; Institute of Musculoskeletal Health and Arthritis; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Grand Challenges Canada; Canada Foundation for Innovation","keywords":"In situ; Biomaterial; Biomedical engineering; Planar; Materials science; Chemistry; Medicine; Computer science; Computer graphics (images)","authors":[{"name":"Navid Hakimi","is_ca":true},{"name":"Richard Cheng","is_ca":true},{"name":"Lian Leng","is_ca":true},{"name":"Mohammad Sotoudehfar","is_ca":true},{"name":"Phoenix Qing Ba","is_ca":true},{"name":"Nazihah Bakhtyar","is_ca":true},{"name":"Saeid Amini‐Nik","is_ca":true},{"name":"Marc G. Jeschke","is_ca":true},{"name":"Axel Günther","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01689300318177165,"gpt":0.2750591649051796,"spread":0.2581661617234079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803023,0.0005272201,0.0002259276,0.0002423557,0.0001804573,0.0003837009,0.0006835789,0.0005260785,0.009535772],"category_scores_gemma":[0.0003162912,0.0003251921,0.0002838942,0.0001582934,0.0002186184,0.0003134724,0.0003740234,0.0004601427,0.003203219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224994,"about_ca_system_score_gemma":0.0001745458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002346946,"about_ca_topic_score_gemma":0.0004025979,"domain_scores_codex":[0.999763,0.00002010716,0.00001393603,0.00007849308,0.000102655,0.00002185098],"domain_scores_gemma":[0.9998128,0.00006133961,0.00003622093,0.00004688446,0.00002715872,0.00001565502],"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":[0.00004422278,0.00002310619,0.0001245656,0.0001165656,0.000006189854,0.0001883088,0.0000198343,0.0003720952,0.9773573,0.0002459251,0.001502727,0.01999916],"study_design_scores_gemma":[0.00001896604,0.0001037716,0.001028006,0.000009562532,0.00001090607,0.0009860041,0.000008475231,0.00273012,0.9715517,0.0001058241,0.02342737,0.00001917508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2996665,0.005029463,0.6141099,0.0008564834,0.001472074,0.0005473621,0.003886347,0.0172489,0.05718294],"genre_scores_gemma":[0.5220671,0.002142835,0.4179525,0.0008131531,0.0002323582,0.0006074217,0.001200019,0.001177887,0.05380663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009535772,"threshold_uncertainty_score":0.03190029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126750664","doi":"10.1039/c004590j","title":"Droplet-based microfluidic system for multicellular tumor spheroid formation and anticancer drug testing","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Spheroid; Multicellular organism; Cell culture; Cell; Microfluidics; Chemistry; Biophysics; Flow cytometry; Biomedical engineering; Cell biology; In vitro; Nanotechnology; Biology; Materials science; Immunology; Biochemistry; Medicine","authors":[{"name":"Linfen Yu","is_ca":true},{"name":"Michael C. W. Chen","is_ca":true},{"name":"Karen C. Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01145309344391613,"gpt":0.2192977066175626,"spread":0.2078446131736465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499308,0.0003059562,0.0004291874,0.0002869952,0.0002840642,0.0002562743,0.0005646955,0.0004746859,0.001480748],"category_scores_gemma":[0.0004965473,0.000220988,0.0002347584,0.000196432,0.0001992895,0.0003351619,0.0002937731,0.0003384412,0.0003910241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931996,"about_ca_system_score_gemma":0.0004382444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004287639,"about_ca_topic_score_gemma":0.0007218065,"domain_scores_codex":[0.9996477,0.00004467346,0.00003946658,0.0000986477,0.0001410571,0.00002845482],"domain_scores_gemma":[0.9997482,0.0001040043,0.00002996128,0.00004007263,0.0000540344,0.00002388929],"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":[0.00004250493,0.00004352407,0.000161561,0.0000671297,0.00000615279,0.00004134999,0.00002480989,0.0003462372,0.9927015,0.0004821488,0.0002817084,0.00580137],"study_design_scores_gemma":[0.00003318191,0.0002409257,0.0005362658,0.00000547835,0.00001215114,0.0001754434,0.000006871567,0.01108342,0.9822527,0.0001614167,0.005473867,0.00001832144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4284501,0.003905006,0.5555806,0.0006877315,0.0005888811,0.001412651,0.002407482,0.002844987,0.004122662],"genre_scores_gemma":[0.6827524,0.001297802,0.3108424,0.0001999105,0.00007604357,0.001128482,0.0008524988,0.00007143768,0.002779162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001480748,"threshold_uncertainty_score":0.004953623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981190303","doi":"10.1039/c002147d","title":"A microfluidic platform for complete mammalian cell culture","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":246,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Cell culture; Subculture (biology); Nanotechnology; Adhesion; Cell adhesion; Transfection; Seeding; Cell; Cell biology; Laboratory flask; Materials science; Tissue engineering; Biomedical engineering; Chemistry; Biology; Engineering; Biochemistry; Genetics","authors":[{"name":"Irena Barbulovic-Nad","is_ca":true},{"name":"Sam H. Au","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01054143306218866,"gpt":0.2081702074233202,"spread":0.1976287743611315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008532997,0.0008796175,0.0008306946,0.0007598932,0.0005433575,0.0009377761,0.001732032,0.0008192507,0.005627682],"category_scores_gemma":[0.0004167769,0.0006819841,0.0007669503,0.0003660453,0.0003359764,0.0005205686,0.001172323,0.001623466,0.005218935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752965,"about_ca_system_score_gemma":0.0008236856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003979099,"about_ca_topic_score_gemma":0.0009658162,"domain_scores_codex":[0.9990403,0.00009869208,0.00009654942,0.0002294145,0.0004527455,0.00008220074],"domain_scores_gemma":[0.9997411,0.00006230627,0.00002419484,0.00007399335,0.00005281041,0.00004553463],"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":[0.00009598044,0.0001376911,0.000209535,0.000620153,0.00005071386,0.0002133505,0.00008612496,0.001505037,0.919903,0.008222881,0.01576982,0.0531858],"study_design_scores_gemma":[0.00009644245,0.0004336553,0.001130093,0.00009470688,0.00005857754,0.0008585222,0.00001357023,0.008712822,0.6128404,0.001611133,0.3740602,0.00008989632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02743252,0.009308365,0.9162682,0.001062065,0.002201786,0.002431613,0.01077433,0.01073274,0.01978841],"genre_scores_gemma":[0.06853604,0.006151328,0.8948436,0.0007843245,0.0003625354,0.004764965,0.01041971,0.0003957693,0.0137417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005627682,"threshold_uncertainty_score":0.01882648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488175010","doi":"10.1039/c6lc00809g","title":"Microfluidic production of multiple emulsions and functional microcapsules","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":244,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Microfluidics; Emulsion; Nanotechnology; Production (economics); Continuous production; Biochemical engineering; Materials science; Chemistry; Engineering; Biochemistry","authors":[{"name":"Tae Yong Lee","is_ca":true},{"name":"Tae Min Choi","is_ca":true},{"name":"Tae Soup Shim","is_ca":false},{"name":"Raoul A. M. Frijns","is_ca":true},{"name":"Shin‐Hyun Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01456591404333436,"gpt":0.2138310169906075,"spread":0.1992651029472731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005642042,0.0006106013,0.0004424432,0.00070881,0.0002298766,0.0004522956,0.0005223685,0.0003830098,0.0008034372],"category_scores_gemma":[0.0006362324,0.0003568514,0.0004702099,0.0003153951,0.0003170699,0.0004608075,0.0007439048,0.0006353965,0.0003961203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006015988,"about_ca_system_score_gemma":0.0004132141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003572791,"about_ca_topic_score_gemma":0.0005811384,"domain_scores_codex":[0.9996343,0.00002470034,0.00005289004,0.0001166168,0.000128566,0.00004288541],"domain_scores_gemma":[0.999736,0.00008070929,0.00006670538,0.00003194555,0.00004624193,0.00003833174],"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":[0.00002581159,0.00002262312,0.00008953242,0.0001835907,0.00001098358,0.0001249749,0.0000285011,0.0005518824,0.9867418,0.001090174,0.0001642802,0.01096593],"study_design_scores_gemma":[0.000007740988,0.00007280093,0.0002075932,0.00001192139,0.00001026161,0.0001227309,0.00000490219,0.001942231,0.9932989,0.0001346623,0.004177226,0.000008976183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4822636,0.02243682,0.4780803,0.0008234576,0.001285249,0.001116842,0.001218896,0.002414014,0.01036076],"genre_scores_gemma":[0.5662448,0.006116327,0.4213867,0.000192496,0.0001328976,0.0003870186,0.000457098,0.0001303764,0.004952047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008034372,"threshold_uncertainty_score":0.004364967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044709623","doi":"10.1039/c0lc00230e","title":"Microfluidics for food, agriculture and biosystems industries","year":2011,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":241,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Research Manitoba; Manitoba Health Research Council","keywords":"Microfluidics; Biotechnology; Agriculture; Food processing; Food industry; Biochemical engineering; Food safety; Nanotechnology; Engineering; Biology; Food science; Ecology; Materials science","authors":[{"name":"Suresh Neethirajan","is_ca":false},{"name":"Isao Kobayashi","is_ca":false},{"name":"Mitsutoshi Nakajima","is_ca":false},{"name":"Dan Wu","is_ca":true},{"name":"Saravanan Nandagopal","is_ca":true},{"name":"Francis Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05080409553866185,"gpt":0.267108487491169,"spread":0.2163043919525071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404513,0.001302217,0.0008604783,0.001897411,0.0005282508,0.001098581,0.0010235,0.00172722,0.007090037],"category_scores_gemma":[0.0006045765,0.0003926724,0.0005475878,0.001838583,0.0007221857,0.00201947,0.0009186171,0.00173894,0.005818522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117972,"about_ca_system_score_gemma":0.001729104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118781,"about_ca_topic_score_gemma":0.001654542,"domain_scores_codex":[0.999582,0.00004213864,0.00003383182,0.00007832365,0.0002287444,0.00003487285],"domain_scores_gemma":[0.9996833,0.0001100869,0.00004839326,0.00001897737,0.0001072178,0.00003207122],"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":[0.00003463545,0.00007456276,0.0001056955,0.005018477,0.00002561871,0.0002120345,0.00007037051,0.0005674901,0.01850845,0.02534348,0.03676596,0.9132731],"study_design_scores_gemma":[0.000006860005,0.00004834634,0.0001471739,0.0005582131,0.00001406436,0.0005434433,0.00002340112,0.0001734504,0.005143483,0.002183878,0.9911423,0.00001542733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004754183,0.9775422,0.006057498,0.0009882773,0.001529883,0.00003466618,0.00005209973,0.00008969582,0.01323042],"genre_scores_gemma":[0.005126887,0.9625394,0.008733609,0.0007002745,0.0006670853,0.00007400208,0.00009528989,0.00001700682,0.02204641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007090037,"threshold_uncertainty_score":0.02371854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075133500","doi":"10.1039/c2lc21045b","title":"Cell separation based on size and deformability using microfluidic funnel ratchets","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Filtration (mathematics); Funnel; Ratchet; Sorting; Cell size; Materials science; Cell sorting; Filter (signal processing); Mechanism (biology); Biological system; Nanotechnology; Mechanics; Chemistry; Computer science; Mechanical engineering; Cell; Physics; Biology; Engineering; Work (physics); Mathematics","authors":[{"name":"Sarah M. McFaul","is_ca":true},{"name":"Bill K. Lin","is_ca":true},{"name":"Hongshen Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01678681724325061,"gpt":0.230904128153828,"spread":0.2141173109105775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005709703,0.0002661666,0.0002412979,0.0003949657,0.0002137287,0.0005597163,0.0004253476,0.000482576,0.0006970915],"category_scores_gemma":[0.001247711,0.0001713873,0.0002595472,0.000157624,0.0004976469,0.0005985493,0.0004038816,0.0003860246,0.0002200482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797622,"about_ca_system_score_gemma":0.0003992569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005383596,"about_ca_topic_score_gemma":0.001002938,"domain_scores_codex":[0.9997091,0.0000357121,0.00003029578,0.0000707908,0.0001021751,0.00005203692],"domain_scores_gemma":[0.9992587,0.000311715,0.0001867762,0.00007933423,0.0001052023,0.0000582869],"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":[0.00005242809,0.00001588775,0.0002603499,0.00002104535,0.00000319186,0.0000256812,0.00002270791,0.0003265021,0.9938722,0.0006705547,0.00005942836,0.004669994],"study_design_scores_gemma":[0.00003352701,0.0001958946,0.002004958,0.000005096926,0.00001278207,0.000118919,0.00001155796,0.01176993,0.9840547,0.0002952959,0.001468018,0.00002927642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221257,0.001275545,0.07286535,0.0003609305,0.0001451687,0.00010059,0.0001586506,0.0005666865,0.002401346],"genre_scores_gemma":[0.9692936,0.0005136964,0.02847192,0.0001125612,0.0000316556,0.00006244158,0.00009714042,0.00002821262,0.001388775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006970915,"threshold_uncertainty_score":0.003019631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944203705","doi":"10.1039/c8lc01037d","title":"Effective bioprinting resolution in tissue model fabrication","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":219,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Consellería de Cultura, Educación e Ordenación Universitaria, Xunta de Galicia; National Cancer Institute; National Institutes of Health","keywords":"3D bioprinting; Nanotechnology; Fabrication; Materials science; High resolution; Computer science; Engineering; Biomedical engineering; Tissue engineering","authors":[{"name":"Amir K. Miri","is_ca":false},{"name":"Iman Mirzaee","is_ca":false},{"name":"Shabir Hassan","is_ca":false},{"name":"Shirin Mesbah Oskui","is_ca":false},{"name":"Daniel Nieto","is_ca":false},{"name":"Ali Khademhosseini","is_ca":false},{"name":"Yu Shrike Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01197389821802116,"gpt":0.2736326931588679,"spread":0.2616587949408468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007701064,0.0004985257,0.0003258798,0.0004312577,0.000227846,0.0007666105,0.0005211974,0.0007958668,0.001259074],"category_scores_gemma":[0.0007560685,0.0004505992,0.0003848932,0.0003234507,0.0003595457,0.000833324,0.0006512363,0.0008676874,0.0006264909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168102,"about_ca_system_score_gemma":0.0002437678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002376978,"about_ca_topic_score_gemma":0.0005155197,"domain_scores_codex":[0.9993861,0.0000936713,0.00003626439,0.0001425358,0.0002861136,0.00005528557],"domain_scores_gemma":[0.9995584,0.0002285626,0.00006571399,0.00008309523,0.00004758846,0.00001675514],"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":[0.00002364909,0.00001680888,0.00007821475,0.0001219931,0.000005487098,0.00007366222,0.00005626574,0.002530812,0.9867858,0.00173545,0.0002046394,0.008367106],"study_design_scores_gemma":[0.000003422624,0.00005091883,0.0003380711,0.00001940884,0.00000982172,0.0002626886,0.00001404348,0.01288139,0.9801806,0.0005110362,0.005714888,0.00001376517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2815141,0.01022214,0.6925686,0.0003045944,0.0001619798,0.0001198986,0.0004063764,0.001731324,0.01297094],"genre_scores_gemma":[0.6104848,0.005853062,0.3763833,0.000165542,0.00004291509,0.0001635843,0.0004248232,0.0003900715,0.006091791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001259074,"threshold_uncertainty_score":0.004212081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964647964","doi":"10.1039/b913390a","title":"Macro- and microscale fluid flow systems for endothelial cell biology","year":2009,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Microscale chemistry; Microfluidics; Flexibility (engineering); Macro; Computer science; Nanotechnology; Biochemical engineering; Systems engineering; Data science; Engineering; Materials science","authors":[{"name":"Edmond W. K. Young","is_ca":false},{"name":"Craig A. Simmons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03439423732848332,"gpt":0.3202953728613058,"spread":0.2859011355328224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625392,0.001003007,0.001068,0.002287082,0.0004484932,0.0007915458,0.0008231488,0.001426243,0.003720775],"category_scores_gemma":[0.0004323118,0.0003951901,0.0007373168,0.001995794,0.0006579123,0.001572482,0.0005934422,0.001748154,0.003668845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022149,"about_ca_system_score_gemma":0.0006124583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005968545,"about_ca_topic_score_gemma":0.0009947466,"domain_scores_codex":[0.9996401,0.00004498174,0.00003484536,0.00006622457,0.0001906408,0.00002320803],"domain_scores_gemma":[0.9998276,0.00008058317,0.00002691867,0.0000130192,0.00003878665,0.00001306769],"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":[0.00004920052,0.0001490022,0.0001996486,0.01178933,0.00005150936,0.0003852103,0.0001155642,0.001364694,0.05254132,0.02475994,0.01415512,0.8944395],"study_design_scores_gemma":[0.00001475122,0.0001709018,0.0006521961,0.001260372,0.00004488753,0.001872778,0.0000485181,0.0004719944,0.01855559,0.004452435,0.9724128,0.00004282406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006186423,0.9876953,0.005722439,0.0002590563,0.0004830415,0.00002802879,0.00003246832,0.00004309159,0.005117932],"genre_scores_gemma":[0.004523655,0.9835766,0.007131691,0.00030451,0.0002778426,0.00006028087,0.0000637895,0.00001224668,0.004049319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003720775,"threshold_uncertainty_score":0.0124473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030307404","doi":"10.1039/c1lc20556k","title":"Reservoir-on-a-Chip (ROC): A new paradigm in reservoir engineering","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Chip; Flooding (psychology); Water flooding; Microfluidics; Phase (matter); Geology; Engineering; Materials science; Nanotechnology; Chemistry; Electrical engineering","authors":[{"name":"Naga Siva Kumar Gunda","is_ca":true},{"name":"Bijoyendra Bera","is_ca":true},{"name":"Nikolaos Karadimitriou","is_ca":false},{"name":"Sushanta K. Mitra","is_ca":true},{"name":"S. Majid Hassanizadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02676872689559072,"gpt":0.2332065233009545,"spread":0.2064377964053638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009648422,0.0005370462,0.0009850439,0.0003617754,0.0003553072,0.001046973,0.002058559,0.001190439,0.0007986028],"category_scores_gemma":[0.0009178433,0.0005046295,0.0004812172,0.0004015683,0.001644161,0.002110473,0.00112688,0.001346819,0.000494331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026576,"about_ca_system_score_gemma":0.0006862385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005266093,"about_ca_topic_score_gemma":0.0006194019,"domain_scores_codex":[0.9993174,0.0001685684,0.00003017713,0.0001787474,0.000237433,0.00006768479],"domain_scores_gemma":[0.999195,0.0003548898,0.00007502059,0.0001949687,0.0001037414,0.00007627558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002011218,0.0002743274,0.001123496,0.001674668,0.0001361181,0.0004297466,0.0003259437,0.03158058,0.6426727,0.1748768,0.003651693,0.1430527],"study_design_scores_gemma":[0.00008504793,0.001657414,0.001186291,0.0001167747,0.0001411806,0.001270762,0.0001674071,0.2460138,0.5525812,0.03361474,0.1628845,0.0002809647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03663011,0.008235368,0.9470178,0.0009825736,0.0003305161,0.0001415135,0.0001475904,0.001170895,0.005343623],"genre_scores_gemma":[0.2718307,0.005103969,0.7175488,0.0005886562,0.000175212,0.0003786022,0.0001975821,0.0001617153,0.004014689],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002058559,"threshold_uncertainty_score":0.005102575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795472352","doi":"10.1039/c7lc01357d","title":"Microfluidic lung airway-on-a-chip with arrayable suspended gels for studying epithelial and smooth muscle cell interactions","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Lung Association","keywords":"Microfluidics; Microfluidic chip; Lung; Cell; Chip; Biomedical engineering; Lab-on-a-chip; Airway; Materials science; Nanotechnology; Cell biology; Chemistry; Engineering; Biology; Medicine; Electrical engineering; Internal medicine; Surgery; Biochemistry","authors":[{"name":"Mouhita Humayun","is_ca":true},{"name":"Chung‐Wai Chow","is_ca":true},{"name":"Edmond W. K. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02171125093970427,"gpt":0.2774894872839733,"spread":0.255778236344269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736718,0.0005330139,0.0003948795,0.0002345217,0.0001921586,0.0002495048,0.0006444167,0.000561479,0.0008661938],"category_scores_gemma":[0.0001450733,0.0002715266,0.0003775276,0.0001273586,0.0001846924,0.0002804355,0.0003513008,0.0004369258,0.0003898756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00033547,"about_ca_system_score_gemma":0.0003186885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000551019,"about_ca_topic_score_gemma":0.001235776,"domain_scores_codex":[0.9998068,0.00002637502,0.00001341609,0.00006909836,0.00005500098,0.00002930612],"domain_scores_gemma":[0.9998853,0.00004325105,0.00002258933,0.00001489102,0.00001462332,0.00001927243],"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":[0.00002213293,0.0000306543,0.0001249767,0.00008550245,0.00000863797,0.00003062578,0.00001254554,0.0003919747,0.9958116,0.0001985716,0.0001402058,0.003142629],"study_design_scores_gemma":[0.0000267332,0.0002691258,0.00176337,0.00001471338,0.00004237286,0.0001551177,0.00001137663,0.02197673,0.9703003,0.00009768635,0.005313464,0.00002904669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270662,0.009718768,0.3501808,0.0006316616,0.0005754578,0.0005354695,0.001861412,0.003614855,0.005815308],"genre_scores_gemma":[0.5692914,0.002294048,0.4230955,0.000371412,0.00008474167,0.001076738,0.0007978049,0.0001029262,0.002885405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008661938,"threshold_uncertainty_score":0.002897739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097298558","doi":"10.1039/b917668c","title":"Integration and detection of biochemical assays in digital microfluidic LOC devices","year":2009,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Genome Canada","keywords":"Microfluidics; Software portability; Reconfigurability; Flexibility (engineering); Digital microfluidics; Lab-on-a-chip; Fluidics; Computer science; Electrowetting; Nanotechnology; Embedded system; Exploit; Computer hardware; Engineering; Electrical engineering; Materials science; Telecommunications","authors":[{"name":"Lidija Malic","is_ca":true},{"name":"D. Brassard","is_ca":true},{"name":"Teodor Veres","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230996503542868,"gpt":0.2410600291932251,"spread":0.2287500641577964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008090236,0.001061014,0.0009217291,0.001395693,0.0001730679,0.001283147,0.001125828,0.0009293783,0.0008811497],"category_scores_gemma":[0.0007528462,0.0006733699,0.0004961818,0.001097773,0.0006431867,0.001511357,0.0007745539,0.001152689,0.001344385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005598051,"about_ca_system_score_gemma":0.0004635896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760171,"about_ca_topic_score_gemma":0.0003458058,"domain_scores_codex":[0.9991537,0.0001074129,0.00007055957,0.0002031729,0.0004095027,0.00005567081],"domain_scores_gemma":[0.9997162,0.0001243901,0.00006843057,0.00002199866,0.00005255142,0.00001643032],"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":[0.00007571072,0.0001300944,0.0003204444,0.01292289,0.00009985213,0.00052267,0.0001444601,0.002645606,0.4931584,0.02110938,0.005951967,0.4629186],"study_design_scores_gemma":[0.00001992999,0.0004471815,0.0009760349,0.0007090323,0.0001427583,0.001894182,0.00005800581,0.005424801,0.4536172,0.003500011,0.5331027,0.0001080864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01430357,0.7771624,0.1861007,0.0008951414,0.001694098,0.0002589894,0.0003490787,0.0008837797,0.01835229],"genre_scores_gemma":[0.07063463,0.7880877,0.1266845,0.001181231,0.001136279,0.0005596877,0.0004701227,0.00009937366,0.0111465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001395693,"threshold_uncertainty_score":0.0042786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279041172","doi":"10.1039/c5lc01524c","title":"Novel developments in mobile sensing based on the integration of microfluidic devices and smartphones","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":201,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microfluidics; Mobile device; Nanotechnology; Computer science; Embedded system; Materials science; Operating system","authors":[{"name":"Ke Yang","is_ca":true},{"name":"Hagit Peretz‐Soroka","is_ca":true},{"name":"Yong Liu","is_ca":false},{"name":"Francis Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03046099478213363,"gpt":0.2601772091259765,"spread":0.2297162143438428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133104,0.001121829,0.0007879268,0.001782454,0.0003512025,0.001470506,0.001239275,0.001965032,0.002891227],"category_scores_gemma":[0.001483738,0.0007111446,0.0009981761,0.001474474,0.0009312423,0.003058225,0.001442051,0.001913734,0.001356949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431659,"about_ca_system_score_gemma":0.000690198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006894459,"about_ca_topic_score_gemma":0.001066248,"domain_scores_codex":[0.9989613,0.0001602039,0.00009240026,0.0002755352,0.0004080803,0.0001023533],"domain_scores_gemma":[0.9991261,0.0003729084,0.00009979527,0.00004410509,0.0003064074,0.00005055112],"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":[0.0002153552,0.0002248713,0.002144414,0.01310269,0.0001909538,0.001618042,0.0008736805,0.001897525,0.3378203,0.06652967,0.0171351,0.5582474],"study_design_scores_gemma":[0.00005459524,0.001391262,0.003321848,0.001566228,0.0002885258,0.004766041,0.0005180252,0.01295167,0.2307874,0.0112861,0.7328009,0.0002673996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02570581,0.8252053,0.1047015,0.004770131,0.003566685,0.0003375339,0.0003903208,0.0005868492,0.03473593],"genre_scores_gemma":[0.169099,0.651408,0.1517112,0.005102326,0.003497439,0.0005386299,0.0005720062,0.00009038514,0.0179811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002891227,"threshold_uncertainty_score":0.009672046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162218402","doi":"10.1039/c3lc50691f","title":"Capillarics: pre-programmed, self-powered microfluidic circuits built from capillary elements","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Capillary action; Microscale chemistry; Microfluidics; Electronic circuit; Fluidics; Flow (mathematics); Computer science; Resistor; Biological system; Nanotechnology; Materials science; Engineering; Electrical engineering; Mechanics; Voltage; Physics; Mathematics","authors":[{"name":"Roozbeh Safavieh","is_ca":true},{"name":"David Juncker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007597268852816391,"gpt":0.2032629132691033,"spread":0.1956656444162869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734417,0.0003257546,0.0002118878,0.0003729321,0.0002541981,0.0006757752,0.0007480586,0.0004014435,0.001496725],"category_scores_gemma":[0.0005631789,0.0002416271,0.0001927695,0.0003101025,0.0006776839,0.0006880013,0.0003670192,0.0006475325,0.0003183208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101707,"about_ca_system_score_gemma":0.0003992511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004188226,"about_ca_topic_score_gemma":0.0008306867,"domain_scores_codex":[0.9997312,0.00002442695,0.00001529679,0.00005816184,0.0001412645,0.00002962361],"domain_scores_gemma":[0.9997426,0.0001013469,0.00006175085,0.00003208401,0.00003604293,0.00002624301],"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":[0.00007722563,0.00005505846,0.0005266183,0.0002077667,0.00001586004,0.0002209531,0.00006039935,0.003701682,0.9269367,0.02377954,0.001229612,0.0431885],"study_design_scores_gemma":[0.00002147389,0.0001543533,0.0004724386,0.00001797931,0.00001357868,0.0002742564,0.00001000459,0.01772282,0.9614738,0.001849656,0.01796087,0.00002885909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1919615,0.001976489,0.7839647,0.0003145002,0.0002437618,0.0003216063,0.000566406,0.006762594,0.01388842],"genre_scores_gemma":[0.6967174,0.001546431,0.2914341,0.0002816331,0.00006307867,0.000273052,0.0004592646,0.0003325875,0.008892491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001496725,"threshold_uncertainty_score":0.005007088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064198640","doi":"10.1039/c3lc50625h","title":"Technologies for label-free separation of circulating tumor cells: from historical foundations to recent developments","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Circulating tumor cell; Flexibility (engineering); Biomarker; Computational biology; Epithelial–mesenchymal transition; Metastasis; Biology; Chemistry; Nanotechnology; Computer science; Materials science; Cancer; Biochemistry","authors":[{"name":"Chao Jin","is_ca":true},{"name":"Sarah M. McFaul","is_ca":true},{"name":"Simon P. Duffy","is_ca":true},{"name":"Xiaoyan Deng","is_ca":true},{"name":"Peyman Tavassoli","is_ca":true},{"name":"Peter C. Black","is_ca":true},{"name":"Hongshen Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08398064294454996,"gpt":0.310323117685571,"spread":0.2263424747410211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210626,0.001119724,0.001392109,0.002409989,0.0003713013,0.001131248,0.001107023,0.001593838,0.001394491],"category_scores_gemma":[0.001056981,0.0005495135,0.0005823805,0.002266632,0.001043404,0.002364283,0.0007485756,0.002121615,0.001883468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041577,"about_ca_system_score_gemma":0.0008038591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009034657,"about_ca_topic_score_gemma":0.000939614,"domain_scores_codex":[0.999524,0.00006254812,0.00004741957,0.0001007415,0.0002287706,0.00003658068],"domain_scores_gemma":[0.9993402,0.0003332176,0.00008048821,0.00002563734,0.0001813401,0.00003908776],"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":[0.00005421916,0.000116153,0.0002426174,0.01500793,0.00006126914,0.0002643055,0.0001229584,0.0008753471,0.01898315,0.01270878,0.01069843,0.9408649],"study_design_scores_gemma":[0.00001132534,0.000170937,0.0007059667,0.001879006,0.00006716595,0.001602376,0.0001030515,0.0004856593,0.01364448,0.004265836,0.9769999,0.00006426837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002852273,0.9966228,0.001570783,0.0002580808,0.0001506048,0.000006762506,0.00001088921,0.0000122114,0.001082664],"genre_scores_gemma":[0.001717573,0.9947803,0.002088864,0.0002109479,0.0001375972,0.00001853311,0.00003033607,0.000004836697,0.001011084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002409989,"threshold_uncertainty_score":0.007557213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012416957","doi":"10.1039/c1lc20473d","title":"Classification of cell types using a microfluidic device for mechanical and electrical measurement on single cells","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":193,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Nanotechnology; Materials science; Biomedical engineering; Engineering","authors":[{"name":"Jian Chen","is_ca":true},{"name":"Yi Zheng","is_ca":true},{"name":"Qingyuan Tan","is_ca":true},{"name":"Ehsan Shojaei-Baghini","is_ca":true},{"name":"Yan Liang Zhang","is_ca":true},{"name":"Jason Li","is_ca":true},{"name":"Preethy Prasad","is_ca":true},{"name":"Lidan You","is_ca":true},{"name":"Xiao Yu Wu","is_ca":true},{"name":"Yu Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08753251492057225,"gpt":0.227526680251057,"spread":0.1399941653304847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006461562,0.000384323,0.0006407263,0.001109106,0.0004471974,0.0006916334,0.0005338953,0.0006592074,0.0008457675],"category_scores_gemma":[0.0009274575,0.0003137118,0.0004182355,0.0005315591,0.000392734,0.0005671573,0.0006058926,0.0005234652,0.0004664402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602037,"about_ca_system_score_gemma":0.0003223089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004694356,"about_ca_topic_score_gemma":0.001168052,"domain_scores_codex":[0.9992102,0.00005367025,0.00008869428,0.0002916431,0.0003026269,0.00005305489],"domain_scores_gemma":[0.9993491,0.0002318268,0.0001185283,0.000100269,0.0001550163,0.00004536622],"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":[0.00008752821,0.0000530524,0.003360099,0.00008216729,0.00001452154,0.00004853301,0.00007157551,0.0004263138,0.9376251,0.0004215292,0.0003321145,0.05747757],"study_design_scores_gemma":[0.00003347216,0.000444514,0.02181925,0.00003832745,0.00006378902,0.0005489293,0.0000986848,0.0466818,0.9194683,0.0007279362,0.009988174,0.00008690252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3895215,0.002201325,0.5997055,0.0005358866,0.0005252691,0.0005251729,0.00124276,0.001514039,0.004228512],"genre_scores_gemma":[0.4566134,0.001067219,0.537265,0.0003917892,0.0001782603,0.000861573,0.0006427629,0.00004858512,0.00293142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001109106,"threshold_uncertainty_score":0.003417253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994253222","doi":"10.1039/c3lc50107h","title":"On-chip nanohole array based sensing: a review","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Eidgenössische Technische Hochschule Zürich","keywords":"Fabrication; Microfluidics; Nanotechnology; Palette (painting); Context (archaeology); Plasmon; Materials science; Computer science; Optoelectronics","authors":[{"name":"Carlos Escobedo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05255012126208802,"gpt":0.3038348306210082,"spread":0.2512847093589202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007786019,0.001416912,0.001470559,0.002669824,0.0003914876,0.0009867233,0.001494042,0.001485634,0.002949298],"category_scores_gemma":[0.0006560824,0.0007122081,0.0005621559,0.003078326,0.0006306418,0.002143955,0.0008975668,0.00135591,0.002985062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989413,"about_ca_system_score_gemma":0.0009284795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322836,"about_ca_topic_score_gemma":0.001777668,"domain_scores_codex":[0.9996365,0.00003690047,0.0000410816,0.00008467056,0.0001668555,0.00003389958],"domain_scores_gemma":[0.9995695,0.0001518846,0.0000615461,0.00001618598,0.0001643359,0.00003652416],"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":[0.00005009988,0.0001699893,0.000193309,0.01735336,0.00007941233,0.0003041275,0.00008305706,0.0009833047,0.01244702,0.005359977,0.02877346,0.9342028],"study_design_scores_gemma":[0.000008801442,0.0001548004,0.0003661014,0.001409519,0.00006652773,0.001109832,0.00005493814,0.000410074,0.004749039,0.001314122,0.9903165,0.00003996571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002728959,0.9961743,0.001424911,0.0001639612,0.0003336764,0.00001942011,0.00002776737,0.00002783631,0.001555159],"genre_scores_gemma":[0.001647495,0.9935534,0.002097171,0.0002165852,0.0002003609,0.00003257088,0.00006758407,0.000006106914,0.002178723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002949298,"threshold_uncertainty_score":0.009866357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185644008","doi":"10.1039/c5lc01108f","title":"Micro-dissected tumor tissues on chip: an ex vivo method for drug testing and personalized therapy","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Cancer Society Research Institute; Prostate Cancer Canada","keywords":"Ex vivo; Drug; Personalized medicine; In vivo; Medicine; Chip; Pharmacology; Biomedical engineering; Biology; Computer science; Bioinformatics; Biotechnology","authors":[{"name":"Mélina Astolfi","is_ca":true},{"name":"Benjamin Péant","is_ca":true},{"name":"Mohammad Abdul Lateef","is_ca":true},{"name":"Nassim Rousset","is_ca":true},{"name":"Jennifer Kendall‐Dupont","is_ca":true},{"name":"E. Carmona","is_ca":true},{"name":"Frédéric Monet","is_ca":true},{"name":"Fred Saad","is_ca":true},{"name":"Diane Provencher","is_ca":true},{"name":"Anne‐Marie Mes‐Masson","is_ca":true},{"name":"Thomas Gervais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06657977835010595,"gpt":0.3523151289803462,"spread":0.2857353506302402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005603907,0.0006127984,0.0004728718,0.0004646154,0.0002340066,0.0006725736,0.0006854907,0.0007270777,0.001586366],"category_scores_gemma":[0.0003714765,0.0003721208,0.0003821868,0.0002341544,0.0003983078,0.0004242158,0.0004650105,0.0008802249,0.001147829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376054,"about_ca_system_score_gemma":0.0004352941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004899267,"about_ca_topic_score_gemma":0.001196673,"domain_scores_codex":[0.9995263,0.00007520681,0.00002770411,0.000126818,0.0002052894,0.00003867447],"domain_scores_gemma":[0.9996042,0.0001677256,0.00006103526,0.00007854831,0.00005606468,0.00003251134],"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":[0.00003394778,0.0000388714,0.0002116561,0.0001575239,0.00001848251,0.00006013009,0.00002206576,0.0006116946,0.9813737,0.0006326617,0.0009277052,0.01591152],"study_design_scores_gemma":[0.00000979586,0.0001360387,0.001343251,0.00001475773,0.00002764753,0.0003629706,0.000016704,0.005523473,0.9776176,0.000302877,0.01461721,0.00002765914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1193632,0.01693812,0.8466812,0.001507304,0.000859317,0.0004986264,0.00332899,0.003091216,0.007732037],"genre_scores_gemma":[0.3784201,0.01196985,0.5956783,0.001206691,0.000234199,0.001355503,0.001761577,0.0002601952,0.009113624],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001586366,"threshold_uncertainty_score":0.005306959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011283899","doi":"10.1039/b801516c","title":"All-terrain droplet actuation","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Miniaturization; Terrain; Nanotechnology; Digital microfluidics; Computer science; Range (aeronautics); Mechanical engineering; Aerospace engineering; Engineering; Materials science; Electrical engineering; Electrowetting","authors":[{"name":"Mohamed Abdelgawad","is_ca":true},{"name":"Sergio L. S. Freire","is_ca":true},{"name":"Hao Yang","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01435056125113163,"gpt":0.2133151654207798,"spread":0.1989646041696482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001077624,0.0004106805,0.0002677515,0.0002130417,0.0002885594,0.0005257344,0.0006555101,0.000361819,0.002515124],"category_scores_gemma":[0.0002788648,0.0001914174,0.0003082728,0.0002136668,0.0003821154,0.0006958754,0.000928104,0.000439999,0.0007581378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952782,"about_ca_system_score_gemma":0.0001662958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140668,"about_ca_topic_score_gemma":0.0006056449,"domain_scores_codex":[0.9997866,0.00001717995,0.0000152975,0.00005149768,0.00009675044,0.00003268887],"domain_scores_gemma":[0.9998856,0.00002462581,0.0000253688,0.00002865364,0.00001813244,0.00001760636],"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":[0.00007455224,0.0000183897,0.0004501946,0.0001708451,0.00001707777,0.0002761804,0.00006277629,0.001826171,0.9581139,0.004290012,0.0009632645,0.03373651],"study_design_scores_gemma":[0.00005457128,0.0002298674,0.00101597,0.00001874175,0.00001937553,0.0006871457,0.00006012925,0.02739297,0.9159389,0.002390225,0.05214861,0.00004358127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4596579,0.008270858,0.4791547,0.001132099,0.001084671,0.000468992,0.001287003,0.002646097,0.04629758],"genre_scores_gemma":[0.8831825,0.003295624,0.1011681,0.0002473879,0.0001090329,0.0001018592,0.0004603265,0.0001018517,0.01133329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002515124,"threshold_uncertainty_score":0.00841397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000235931","doi":"10.1039/b315036d","title":"Electroosmotic flow with Joule heating effects","year":2004,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Joule heating; Capillary action; Microfluidics; Mechanics; Electro-osmosis; Chemistry; Work (physics); Flow velocity; Flow (mathematics); Joule–Thomson effect; Heating element; Materials science; Analytical Chemistry (journal); Thermodynamics; Nanotechnology; Composite material; Chromatography; Electrophoresis; Physics","authors":[{"name":"Xiangchun Xuan","is_ca":true},{"name":"Bo Xu","is_ca":true},{"name":"David Sinton","is_ca":true},{"name":"Dongqing Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003013980285783805,"gpt":0.1757970060313997,"spread":0.1727830257456159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541582,0.0004087234,0.0005831643,0.0002195951,0.0003666222,0.0004845365,0.0003288882,0.0005461299,0.000445301],"category_scores_gemma":[0.001855195,0.0002191554,0.0003031595,0.0001644361,0.0008474677,0.0009500848,0.0004521954,0.0004890859,0.00008227255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675959,"about_ca_system_score_gemma":0.0004790437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007387217,"about_ca_topic_score_gemma":0.0004005783,"domain_scores_codex":[0.9997696,0.0000341958,0.00001007551,0.00003581895,0.00009929441,0.00005099344],"domain_scores_gemma":[0.999404,0.0003566343,0.0001024353,0.00003489737,0.00007615936,0.00002594743],"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":[0.0001567102,0.00008521333,0.0006715577,0.0001186424,0.00001405096,0.0004783722,0.0000888313,0.05292397,0.9311244,0.008396762,0.0001385723,0.005802812],"study_design_scores_gemma":[0.0000796332,0.000231133,0.002146164,0.00001525215,0.00003156285,0.0004084304,0.00004453223,0.4770359,0.5148283,0.002489635,0.002639258,0.00005007438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061188,0.001407251,0.08675269,0.000215945,0.0001525999,0.0001327142,0.00004930335,0.000251989,0.004918626],"genre_scores_gemma":[0.9897823,0.0003772246,0.00876129,0.00003392484,0.00002599407,0.00005919137,0.000019428,0.00001827424,0.0009224002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007387217,"threshold_uncertainty_score":0.003392696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133236814","doi":"10.1039/c4lc00267a","title":"Energy: the microfluidic frontier","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Nexus (standard); Frontier; Nanotechnology; Leverage (statistics); Scalability; Scale (ratio); Computer science; Materials science; Physics","authors":[{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005953588684574299,"gpt":0.1932401908000769,"spread":0.1872866021155026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818284,0.00081335,0.0007270621,0.001085837,0.001542954,0.005649481,0.001293217,0.003546465,0.01159386],"category_scores_gemma":[0.002364294,0.0004835989,0.0005200816,0.0007498962,0.00443485,0.009213635,0.003058442,0.004697995,0.004860647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217753,"about_ca_system_score_gemma":0.001736995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007913879,"about_ca_topic_score_gemma":0.0009754363,"domain_scores_codex":[0.9989542,0.0001848839,0.00003969731,0.000197542,0.0004920005,0.0001316179],"domain_scores_gemma":[0.999092,0.000319203,0.00006709664,0.0001019345,0.0002609852,0.000158868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007619806,0.00006116079,0.0005094821,0.0008815813,0.00003203043,0.0001567242,0.0003145398,0.0006511945,0.01211164,0.5955924,0.1740379,0.2155751],"study_design_scores_gemma":[0.000008056956,0.00006080657,0.0001223653,0.0002523469,0.000007662389,0.0001949709,0.0001459322,0.0005391412,0.00388159,0.0635284,0.9312341,0.00002463595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004380104,0.6312706,0.04742694,0.1925929,0.03066991,0.00006464748,0.0003648247,0.0008806344,0.09234951],"genre_scores_gemma":[0.1429657,0.5733809,0.0483821,0.06105961,0.03417725,0.000322375,0.0004665238,0.0003692978,0.1388762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01159386,"threshold_uncertainty_score":0.0387854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079191152","doi":"10.1039/c4lc01095g","title":"Interplay of physical mechanisms and biofilm processes: review of microfluidic methods","year":2014,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"National Center for Advancing Translational Sciences; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Indiana Clinical and Translational Sciences Institute","keywords":"Biofilm; Nanotechnology; Biochemical engineering; Microfluidics; Microfluidic chip; Biology; Engineering; Materials science; Bacteria","authors":[{"name":"Armin Karimi","is_ca":false},{"name":"David Karig","is_ca":false},{"name":"Aloke Kumar","is_ca":true},{"name":"Arezoo M. Ardekani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01908218881292416,"gpt":0.3495514411268054,"spread":0.3304692523138812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209495,0.00134257,0.001602311,0.003885137,0.0004569828,0.001219313,0.001616827,0.001595636,0.003768193],"category_scores_gemma":[0.001501801,0.000638665,0.0007750881,0.003901896,0.001014478,0.002578389,0.001227852,0.001934375,0.002461563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163683,"about_ca_system_score_gemma":0.001592618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552473,"about_ca_topic_score_gemma":0.001799105,"domain_scores_codex":[0.9995554,0.00006690242,0.00005956016,0.00008360999,0.0001991667,0.00003538258],"domain_scores_gemma":[0.9991742,0.0004375082,0.00008156319,0.00003186962,0.0002096006,0.00006518749],"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":[0.00005859359,0.00009811,0.0001924588,0.0201467,0.00008357745,0.0001622339,0.00008623896,0.00068431,0.003383009,0.008600517,0.02680138,0.9397029],"study_design_scores_gemma":[0.00001117786,0.0000917516,0.0006664763,0.003051612,0.00008359322,0.000672355,0.00004664615,0.0001991699,0.0009893258,0.003014026,0.9911373,0.00003662884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006271206,0.9985443,0.0003627442,0.0001800023,0.0002085124,0.000004179135,0.000009918715,0.000006685977,0.0006209619],"genre_scores_gemma":[0.0004837586,0.9979898,0.0006350423,0.0001388169,0.0001937208,0.000009583856,0.00001818386,0.000002610804,0.0005284694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003885137,"threshold_uncertainty_score":0.01260591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145088943","doi":"10.1039/c3lc51254a","title":"Rapid selection of sperm with high DNA integrity","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Royal Victoria Hospital; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sperm; Semen; Population; Biology; Andrology; Selection (genetic algorithm); DNA; Genetics; Computer science; Medicine; Artificial intelligence","authors":[{"name":"Reza Nosrati","is_ca":true},{"name":"Marion Vollmer","is_ca":true},{"name":"Lise Eamer","is_ca":true},{"name":"Maria C. San Gabriel","is_ca":true},{"name":"Krista Zeidan","is_ca":true},{"name":"Armand Zini","is_ca":true},{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399738109179684,"gpt":0.2294277755415592,"spread":0.2154303944497623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005144623,0.0003242021,0.0003842342,0.0003770922,0.0001788417,0.0005594229,0.0003399699,0.0005381713,0.002480499],"category_scores_gemma":[0.0006059657,0.0001476362,0.000249243,0.0002291079,0.0002605397,0.0003255836,0.0004401665,0.0004633426,0.001768534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732584,"about_ca_system_score_gemma":0.0002952638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452867,"about_ca_topic_score_gemma":0.0004070885,"domain_scores_codex":[0.9996597,0.0000454788,0.0000262584,0.00009904187,0.0001409359,0.00002862636],"domain_scores_gemma":[0.9997365,0.00008389675,0.0000455444,0.00002211636,0.00008347734,0.00002850439],"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":[0.00002810113,0.00001620748,0.0005800927,0.00008184624,0.000009211681,0.00004136436,0.00001881503,0.00008024176,0.9807118,0.000309099,0.0005121008,0.01761114],"study_design_scores_gemma":[0.00001291667,0.0003487423,0.003890288,0.0000252045,0.00002848455,0.0005024929,0.0000285518,0.001558634,0.9799146,0.0001584298,0.01351457,0.00001693705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.62111,0.02300493,0.3309147,0.002138536,0.000733289,0.0007738479,0.00286153,0.002716701,0.01574635],"genre_scores_gemma":[0.808556,0.006134425,0.1637991,0.001322834,0.0001885148,0.0004935243,0.002013073,0.0002186036,0.0172739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480499,"threshold_uncertainty_score":0.008298099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040165948","doi":"10.1039/c3lc00031a","title":"Aquifer-on-a-Chip: understanding pore-scale salt precipitation dynamics during CO2 sequestration","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brine; Carbon sequestration; Porosity; Precipitation; Salt (chemistry); Geology; Aquifer; Chemical engineering; Mineralogy; Materials science; Carbon dioxide; Chemistry; Groundwater; Geotechnical engineering; Meteorology","authors":[{"name":"Myeongsub Kim","is_ca":true},{"name":"Andrew Sell","is_ca":true},{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02184094710914567,"gpt":0.248841463964726,"spread":0.2270005168555803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008996088,0.0001986577,0.0002591022,0.0001321034,0.0001798669,0.0003139069,0.0004064644,0.0003352178,0.0008439936],"category_scores_gemma":[0.0001656419,0.0001261941,0.000112687,0.0001260117,0.0002784716,0.0004525561,0.0002823489,0.0002634553,0.0001564598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768314,"about_ca_system_score_gemma":0.0003228391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252708,"about_ca_topic_score_gemma":0.00393389,"domain_scores_codex":[0.9999294,0.000005284916,0.000002601306,0.00002797398,0.00002005961,0.00001465286],"domain_scores_gemma":[0.9999086,0.00003604751,0.00001524846,0.00001073227,0.00001506248,0.00001440834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007576763,0.00005170093,0.003108309,0.0001003456,0.00001510704,0.00006589313,0.00005021067,0.003376467,0.9829893,0.0004253032,0.0002803674,0.009461174],"study_design_scores_gemma":[0.00001212654,0.0001790165,0.01475231,0.000005671386,0.00002568835,0.0001490365,0.0001275979,0.08740178,0.8921371,0.0005648921,0.004601575,0.0000431199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492768,0.0007332486,0.04683296,0.0001601453,0.00005658084,0.00004253257,0.0006749387,0.0005204408,0.001702273],"genre_scores_gemma":[0.9713497,0.000321608,0.02691315,0.00009748147,0.00001115529,0.00007776201,0.000241639,0.00002354705,0.0009640239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001252708,"threshold_uncertainty_score":0.002823472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099728849","doi":"10.1039/c3lc00051f","title":"A 3D microfluidic platform incorporating methacrylated gelatin hydrogels to study physiological cardiovascular cell–cell interactions","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Self-healing hydrogels; Gelatin; Microfluidics; Mechanobiology; Organ-on-a-chip; Biomedical engineering; Biophysics; Nanotechnology; Chemistry; Paracrine signalling; Shear stress; Cell biology; Materials science; Biology; Biochemistry; Medicine","authors":[{"name":"Michelle B. Chen","is_ca":true},{"name":"Suthan Srigunapalan","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true},{"name":"Craig A. Simmons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03155985897316602,"gpt":0.2689344400633146,"spread":0.2373745810901486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002360834,0.0004196011,0.0001669278,0.0002032174,0.0001688299,0.0001835835,0.0003195117,0.0003637067,0.0008549482],"category_scores_gemma":[0.0001230748,0.0001917755,0.0003098374,0.00008622072,0.000191322,0.0002053491,0.0002536381,0.0003962825,0.0002746306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314713,"about_ca_system_score_gemma":0.0002584991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287312,"about_ca_topic_score_gemma":0.0006245801,"domain_scores_codex":[0.9999055,0.00001077281,0.000007659111,0.00003028706,0.00002516658,0.00002067351],"domain_scores_gemma":[0.99991,0.00003145312,0.00002376127,0.00001097501,0.000007372194,0.00001648348],"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":[0.000006690059,0.00001234846,0.00004879677,0.00002329415,0.000001991112,0.0000264122,0.000008902117,0.0002432817,0.9980894,0.000192786,0.00004758029,0.001298475],"study_design_scores_gemma":[0.00001656776,0.000215448,0.001201993,0.000006328717,0.000009676054,0.0001761101,0.00000670797,0.005487199,0.9874417,0.0001080233,0.005315212,0.00001506196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7552869,0.002854673,0.2334688,0.0004783599,0.000406988,0.0004689557,0.001260235,0.001136115,0.004639034],"genre_scores_gemma":[0.8078985,0.001188399,0.1867839,0.0001677043,0.00004165373,0.0006627587,0.0005083113,0.00005956683,0.002689172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008549482,"threshold_uncertainty_score":0.002860069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006848801","doi":"10.1039/d0lc00047g","title":"Towards practical sample preparation in point-of-care testing: user-friendly microfluidic devices","year":2020,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Point-of-care testing; Microfluidics; Point of care; Sample (material); User Friendly; Sample preparation; Point (geometry); Environmentally friendly; Nanotechnology; Computer science; Process engineering; Materials science; Engineering; Medicine; Chromatography; Chemistry; Operating system; Nursing; Biology; Mathematics; Pathology","authors":[{"name":"Juhwan Park","is_ca":true},{"name":"Dong Hyun Han","is_ca":true},{"name":"Je‐Kyun Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03315528877102493,"gpt":0.3118375954892067,"spread":0.2786823067181818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031516,0.001159366,0.001090128,0.001908673,0.0002260791,0.001121534,0.0008182221,0.001258074,0.001995885],"category_scores_gemma":[0.0007573698,0.0004908352,0.0007846574,0.001269658,0.0004469223,0.001467003,0.000732578,0.001517056,0.001638725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249382,"about_ca_system_score_gemma":0.0007322692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370845,"about_ca_topic_score_gemma":0.00075519,"domain_scores_codex":[0.9993705,0.00009444088,0.00005225628,0.00009269358,0.0003352927,0.00005480408],"domain_scores_gemma":[0.9997014,0.0001358048,0.00004382483,0.00001082605,0.0000888978,0.00001914613],"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":[0.00008432924,0.000153197,0.0003211551,0.03074106,0.000110317,0.0006057434,0.0002015585,0.00121753,0.1009022,0.01471395,0.01751581,0.833433],"study_design_scores_gemma":[0.00002237467,0.0003230932,0.0007270502,0.002695258,0.0001542588,0.002273907,0.00009410605,0.001008447,0.04861412,0.002728798,0.9412869,0.00007175903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002376547,0.9779237,0.01286354,0.0004294248,0.0005211418,0.0000786844,0.00009527406,0.00009576954,0.005615871],"genre_scores_gemma":[0.007486801,0.9762368,0.01261465,0.0004855017,0.0002634456,0.0000980207,0.0001499517,0.00001502537,0.002649899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001995885,"threshold_uncertainty_score":0.006676912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022720131","doi":"10.1039/c0lc00130a","title":"Adhesion based detection, sorting and enrichment of cells in microfluidic Lab-on-Chip devices","year":2010,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":171,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Genome Canada","keywords":"Microfluidics; Nanotechnology; Sorting; Cell sorting; Lab-on-a-chip; Cell adhesion; Adhesion; Biochip; Microfluidic chip; Surface modification; Materials science; Computer science; Cell; Chemistry","authors":[{"name":"Tohid F. Didar","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0204425553989057,"gpt":0.2485033482743315,"spread":0.2280607928754258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004361778,0.00110971,0.001268106,0.001739287,0.000219953,0.000747682,0.0009739593,0.0009904697,0.001339452],"category_scores_gemma":[0.0003410014,0.0003750451,0.0004071234,0.001503458,0.0003626238,0.001097572,0.0004305844,0.0008547409,0.002552675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880276,"about_ca_system_score_gemma":0.0004200339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004644242,"about_ca_topic_score_gemma":0.0007064308,"domain_scores_codex":[0.9996988,0.00003221616,0.00002237899,0.00005726416,0.0001641759,0.00002512244],"domain_scores_gemma":[0.9999083,0.00004061151,0.00001155022,0.000004498743,0.00002778133,0.000007270605],"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":[0.00005224971,0.0001338481,0.0001606788,0.0113991,0.0000565717,0.0002745824,0.00007089498,0.001091338,0.08432876,0.007060938,0.01105765,0.8843133],"study_design_scores_gemma":[0.00001966671,0.0001969579,0.000972117,0.001168866,0.00008183061,0.001673549,0.00006973451,0.0009152737,0.0523265,0.002560052,0.9399678,0.00004768041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001423874,0.9851189,0.007162877,0.0002034747,0.0004621531,0.00004932581,0.00004906482,0.00007640074,0.00545395],"genre_scores_gemma":[0.004314136,0.9828963,0.006461118,0.0002361229,0.0001965866,0.0000765181,0.00007892092,0.000007689963,0.005732597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001739287,"threshold_uncertainty_score":0.004480958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024092934","doi":"10.1039/c4lc00608a","title":"Chip-off-the-old-rock: the study of reservoir-relevant geological processes with real-rock micromodels","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Suncor Energy (Canada); University of Toronto","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada; University of Toronto; Suncor Energy Incorporated","keywords":"Micromodel; Calcite; Dissolution; Microfluidics; Geology; Petroleum engineering; Substrate (aquarium); Enhanced oil recovery; Carbonate; Mineralogy; Nanotechnology; Materials science; Geotechnical engineering; Porous medium; Porosity; Chemical engineering; Metallurgy; Engineering","authors":[{"name":"Wen Song","is_ca":true},{"name":"Thomas Haas","is_ca":true},{"name":"Hossein Fadaei","is_ca":true},{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02130913069811445,"gpt":0.2588322847858302,"spread":0.2375231540877158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431291,0.0002246129,0.0003245426,0.0001413863,0.0001759251,0.0004534616,0.0004858049,0.0004648172,0.0007978753],"category_scores_gemma":[0.0002922553,0.0001753853,0.0002167455,0.0001651042,0.0005163525,0.0004728089,0.0003928092,0.0003643561,0.0001352726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137701,"about_ca_system_score_gemma":0.0006248701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583711,"about_ca_topic_score_gemma":0.002930349,"domain_scores_codex":[0.9998987,0.00001348089,0.000004550444,0.0000364293,0.00002778053,0.00001905481],"domain_scores_gemma":[0.9998096,0.00008062061,0.00003109358,0.00004571279,0.00001308294,0.00001993311],"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":[0.00008754917,0.0001140807,0.003608701,0.0001826858,0.00003323353,0.0002074607,0.000127235,0.09939688,0.8734154,0.008882901,0.0003585954,0.01358542],"study_design_scores_gemma":[0.00002763467,0.0001945553,0.005630196,0.000009740526,0.00002067506,0.0001881984,0.0000971375,0.6149321,0.3687408,0.002778491,0.007324122,0.0000563378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859492,0.0008076705,0.2085245,0.0002451964,0.00007654171,0.00006612279,0.0005626575,0.0005745058,0.003193624],"genre_scores_gemma":[0.9152931,0.0005019744,0.08267877,0.00004937785,0.00001519279,0.00009695174,0.000220349,0.00003118758,0.001113044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583711,"threshold_uncertainty_score":0.003148973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2216565084","doi":"10.1039/c5lc01104c","title":"Acoustofluidic particle manipulation inside a sessile droplet: four distinct regimes of particle concentration","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Particle (ecology); Environmental science; Biological system; Materials science; Chemistry; Ecology; Biology","authors":[{"name":"Ghulam Destgeer","is_ca":true},{"name":"Hyunjun Cho","is_ca":true},{"name":"Byung Hang Ha","is_ca":true},{"name":"Jin Ho Jung","is_ca":true},{"name":"Jinsoo Park","is_ca":true},{"name":"Hyung Jin Sung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04415802738755349,"gpt":0.2362084282983407,"spread":0.1920504009107872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001894674,0.0002215441,0.000283644,0.0001064066,0.0001361266,0.0004239524,0.0003185922,0.0003404578,0.000279509],"category_scores_gemma":[0.0002654843,0.0001320429,0.0001941939,0.0000996591,0.0003706506,0.0003444469,0.0003303659,0.0003576463,0.0001314228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140997,"about_ca_system_score_gemma":0.0001577982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004494395,"about_ca_topic_score_gemma":0.000656503,"domain_scores_codex":[0.999854,0.00001534115,0.00001205842,0.00003960293,0.00004968074,0.00002934193],"domain_scores_gemma":[0.9998559,0.00005755042,0.00003767032,0.00001227991,0.00001973114,0.00001680823],"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":[0.00002466282,0.000008153989,0.0002116141,0.00002410741,0.000002895698,0.00003200674,0.00003973579,0.0001287064,0.9984474,0.0000893508,0.000006444255,0.0009850425],"study_design_scores_gemma":[0.000009555907,0.000117286,0.001995133,0.000003019765,0.000009289033,0.00004885069,0.00003511443,0.00514466,0.9921523,0.0000500498,0.0004258063,0.00000878158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938225,0.0003661609,0.005035793,0.00003434761,0.000006459709,0.00001938274,0.00002057234,0.0000304584,0.0006642861],"genre_scores_gemma":[0.9919716,0.0003049578,0.007070358,0.00003198059,0.000005788786,0.00003364822,0.00003233955,0.00000798966,0.0005413233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004494395,"threshold_uncertainty_score":0.001553416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041356700","doi":"10.1039/c4lc00531g","title":"Hepatic organoids for microfluidic drug screening","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":165,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Organoid; Microfluidics; Drug; Drug discovery; Nanotechnology; Chemistry; Cell biology; Computational biology; Biology; Bioinformatics; Pharmacology; Materials science","authors":[{"name":"Sam H. Au","is_ca":true},{"name":"M. Dean Chamberlain","is_ca":true},{"name":"Shruthi Mahesh","is_ca":true},{"name":"Michael V. Sefton","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01443290220102407,"gpt":0.2565035603855197,"spread":0.2420706581844956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004605681,0.0003835064,0.0004094769,0.000427873,0.0001729002,0.0003845415,0.0003894165,0.0003553224,0.001788565],"category_scores_gemma":[0.0003515542,0.0002005694,0.0003858596,0.000183009,0.0002750624,0.0002793196,0.0004650867,0.0004761897,0.00097957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192705,"about_ca_system_score_gemma":0.0003460246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003511889,"about_ca_topic_score_gemma":0.0008849078,"domain_scores_codex":[0.9997157,0.00004780562,0.00002506017,0.00005990538,0.000120036,0.00003153548],"domain_scores_gemma":[0.9997132,0.0001013842,0.00005124885,0.00006010828,0.00003491493,0.00003906444],"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":[0.00007144632,0.00002623347,0.0002710164,0.0001190373,0.000008152096,0.00008373084,0.00001885881,0.000715352,0.9835956,0.0008411894,0.0004978797,0.01375157],"study_design_scores_gemma":[0.00001671883,0.0001772823,0.0004893954,0.00001483674,0.0000124609,0.0001886773,0.00001033718,0.002919319,0.9831647,0.0002396066,0.01275458,0.00001207683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3228455,0.01273189,0.6283708,0.001674579,0.0008060068,0.001674606,0.006218909,0.005220182,0.02045761],"genre_scores_gemma":[0.6578431,0.005318009,0.3259797,0.0007437667,0.00009584418,0.001112664,0.002575011,0.0001789593,0.006153023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001788565,"threshold_uncertainty_score":0.005983293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129162784","doi":"10.1039/b712486d","title":"Matrix-dependent adhesion of vascular and valvular endothelial cells in microfluidic channels","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Canada Research Chairs","keywords":"Extracellular matrix; Fibronectin; Adhesion; Cell adhesion; Cell biology; Endothelial stem cell; Matrix (chemical analysis); Endothelium; Type I collagen; Biophysics; Chemistry; Materials science; Biology; In vitro; Biochemistry; Endocrinology; Composite material","authors":[{"name":"Edmond W. K. Young","is_ca":true},{"name":"Aaron R. Wheeler","is_ca":true},{"name":"Craig A. Simmons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356418980689032,"gpt":0.2755544422925029,"spread":0.2619902524856125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768126,0.0001544616,0.0001495445,0.0001177904,0.0001185368,0.0002829069,0.0002318334,0.0002186163,0.0002926493],"category_scores_gemma":[0.0003796688,0.0001018529,0.0001080615,0.0001010792,0.0001344394,0.0002726876,0.0002276002,0.0001754743,0.00009554402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369868,"about_ca_system_score_gemma":0.0001514036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005255833,"about_ca_topic_score_gemma":0.0006000689,"domain_scores_codex":[0.9997676,0.00004073943,0.00001221238,0.0000563004,0.00007996186,0.00004320136],"domain_scores_gemma":[0.9998751,0.00004110685,0.00003045883,0.00001010677,0.00002485453,0.00001822986],"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":[0.00005193279,0.00001758209,0.0004876669,0.00003800654,0.000005587881,0.00002726602,0.00002347478,0.0004304755,0.996192,0.0001580655,0.00005095761,0.002517024],"study_design_scores_gemma":[0.00002652648,0.0003922677,0.01766924,0.00001086463,0.00002654891,0.0002303946,0.00005879755,0.01546473,0.9614934,0.0001823115,0.004428641,0.00001634494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903536,0.001681673,0.007116675,0.00003637717,0.00004389724,0.00001556743,0.0000849215,0.00002354845,0.0006436018],"genre_scores_gemma":[0.9929262,0.0005750126,0.005771415,0.00003718253,0.00001310237,0.0000324053,0.0001020698,0.000003278395,0.0005393148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005255833,"threshold_uncertainty_score":0.001719475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019540596","doi":"10.1039/b613344d","title":"Continuous dielectrophoretic cell separation microfluidic device","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Micralyne; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Fractionation; Materials science; Injector; Sample (material); Lab-on-a-chip; Fabrication; Microfluidic chip; Dielectrophoresis; Chip; Nanotechnology; Sample preparation; Electrophoresis; Chromatography; Optoelectronics; Chemistry; Engineering; Electrical engineering; Mechanical engineering","authors":[{"name":"Youlan Li","is_ca":true},{"name":"Colin Dalton","is_ca":true},{"name":"H. John Crabtree","is_ca":true},{"name":"Gregory Nilsson","is_ca":true},{"name":"K.V.I.S. Kaler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005672997736383516,"gpt":0.1982844437308784,"spread":0.1926114459944949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003090886,0.0003927317,0.0004599763,0.000275839,0.0002610947,0.0005888352,0.001004245,0.0006338762,0.001964459],"category_scores_gemma":[0.0002992253,0.0002238492,0.0002018723,0.0001874295,0.0003550977,0.0003196717,0.0003908903,0.0006620693,0.0009832761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953933,"about_ca_system_score_gemma":0.0004114535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003011252,"about_ca_topic_score_gemma":0.0002855272,"domain_scores_codex":[0.9996899,0.00002247382,0.00001604433,0.0001081879,0.0001292871,0.00003409151],"domain_scores_gemma":[0.9997843,0.00008692224,0.00002217926,0.00002997405,0.00004028759,0.00003639625],"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":[0.00006538677,0.00006466875,0.0001624948,0.0001314442,0.000006714244,0.00006789714,0.00002369053,0.0003995214,0.9861441,0.0008691385,0.0007595197,0.01130542],"study_design_scores_gemma":[0.00007364975,0.0003978545,0.001197286,0.00001693634,0.00002356687,0.0004702334,0.00001005256,0.01232065,0.9597664,0.000241313,0.02544404,0.00003798797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2861331,0.006542304,0.691152,0.0006352019,0.0007815433,0.0009707513,0.002092424,0.00408612,0.007606486],"genre_scores_gemma":[0.4703659,0.002567319,0.5150067,0.000389395,0.0001564048,0.0009617306,0.001532836,0.00007363802,0.008945988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001964459,"threshold_uncertainty_score":0.00657171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031683385","doi":"10.1039/c2lc21210b","title":"High-throughput biophysical measurement of human red blood cells","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Biomedical engineering; Electrical impedance; Red blood cell; Materials science; Throughput; Chemistry; Nanotechnology; Medicine; Computer science; Biochemistry; Electrical engineering; Engineering","authors":[{"name":"Yi Zheng","is_ca":true},{"name":"Ehsan Shojaei-Baghini","is_ca":true},{"name":"Azar Azad","is_ca":true},{"name":"Chen Wang","is_ca":true},{"name":"Yu Sun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0413929733475451,"gpt":0.2701428330347099,"spread":0.2287498596871648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006374859,0.0002434693,0.0004770847,0.0005481278,0.0002398901,0.0004994443,0.0003573651,0.0004638143,0.0007324897],"category_scores_gemma":[0.0009607633,0.0001591283,0.0001754313,0.0002716248,0.0001482351,0.0003794896,0.0004588112,0.0004421401,0.0004243462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446735,"about_ca_system_score_gemma":0.0002364564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003022931,"about_ca_topic_score_gemma":0.0004729734,"domain_scores_codex":[0.9992363,0.000141788,0.00004358326,0.0001938482,0.0003419945,0.00004241924],"domain_scores_gemma":[0.9995924,0.0001682615,0.00005008446,0.00005048045,0.00009648786,0.00004238857],"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":[0.0000999537,0.00005382228,0.002408034,0.00005051995,0.00002044407,0.00004712472,0.00005073728,0.0004248421,0.9767433,0.0002238403,0.0007072198,0.01917006],"study_design_scores_gemma":[0.00002292522,0.0003207412,0.02032979,0.00001481663,0.00004539535,0.0004502557,0.00005060813,0.01106691,0.9601971,0.0004227027,0.007038685,0.00004017657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6888119,0.007764438,0.2922145,0.001072806,0.0003042788,0.0003081037,0.003999682,0.001665234,0.003859052],"genre_scores_gemma":[0.8356614,0.002726367,0.1561531,0.0004420443,0.0002186892,0.0004965056,0.001852961,0.0000673349,0.002381704],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007324897,"threshold_uncertainty_score":0.003371418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981146550","doi":"10.1039/c2lc40205j","title":"Microfluidic micropipette aspiration for measuring the deformability of single cells","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pipette; Microchannel; Microfluidics; Constriction; Materials science; Body orifice; Biomedical engineering; Nanotechnology; Deformation (meteorology); Chemistry; Composite material; Mechanical engineering; Engineering","authors":[{"name":"Quan Guo","is_ca":true},{"name":"Sun‐Young Park","is_ca":true},{"name":"Hongshen Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04031865926762269,"gpt":0.2574694334406765,"spread":0.2171507741730538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835723,0.0005128014,0.0004615718,0.000655394,0.0003812054,0.0003382486,0.0006649769,0.0004314803,0.001054799],"category_scores_gemma":[0.0005672267,0.0002126694,0.0002752907,0.0004871696,0.0003419042,0.000329912,0.0004416207,0.0007873864,0.0003950414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516913,"about_ca_system_score_gemma":0.0003131539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005873061,"about_ca_topic_score_gemma":0.001010056,"domain_scores_codex":[0.9994625,0.00003472181,0.00004785102,0.0001639105,0.0002485303,0.00004234985],"domain_scores_gemma":[0.9996331,0.0001512344,0.00007556059,0.00005014887,0.00004131977,0.00004860679],"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":[0.0000158033,0.00001670743,0.0003128712,0.00004329095,0.000005069145,0.00001798356,0.00001479626,0.0001575403,0.9937232,0.0001166569,0.00009496995,0.005481045],"study_design_scores_gemma":[0.00000983166,0.0001741021,0.006591746,0.000008968492,0.00001684634,0.0001762696,0.000009836837,0.007336073,0.9828405,0.0001377795,0.002678141,0.00001984208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4428392,0.006526088,0.5400086,0.0004314022,0.0003221377,0.0007770121,0.002897376,0.001935187,0.004263065],"genre_scores_gemma":[0.636357,0.004363616,0.3541033,0.0002631987,0.0001427357,0.001222577,0.001309511,0.00008545627,0.002152526],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001054799,"threshold_uncertainty_score":0.003528655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069241323","doi":"10.1039/c004675b","title":"A microfluidic platform for probing small artery structure and function","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Heart and Stroke Foundation; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Electrical impedance myography; Phenylephrine; Biomedical engineering; Microfluidics; Medicine; Blood pressure; Nanotechnology; Materials science; Vasodilation; Cardiology; Internal medicine","authors":[{"name":"Axel Günther","is_ca":true},{"name":"Sanjesh Yasotharan","is_ca":true},{"name":"Andrei Vagaon","is_ca":true},{"name":"Conrad Lochovsky","is_ca":true},{"name":"Sascha Pinto","is_ca":true},{"name":"Jing Yang","is_ca":true},{"name":"Calvin Ho‐Fung Lau","is_ca":true},{"name":"Julia Voigtlaender‐Bolz","is_ca":true},{"name":"Steffen‐Sebastian Bolz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01745263269234052,"gpt":0.2363227817182701,"spread":0.2188701490259296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035285,0.0003844951,0.0002797196,0.0003648785,0.0002501493,0.0003425708,0.0004423389,0.0004470976,0.0007466509],"category_scores_gemma":[0.0003927645,0.0002419418,0.0001948847,0.0001727622,0.0002705455,0.0002843165,0.0003366138,0.0004214835,0.000343959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005324,"about_ca_system_score_gemma":0.000377716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003315326,"about_ca_topic_score_gemma":0.0005197248,"domain_scores_codex":[0.9998145,0.00002728371,0.00001486777,0.0000601638,0.00005892309,0.00002432648],"domain_scores_gemma":[0.999816,0.00009024403,0.00002995691,0.00002207425,0.00002247901,0.0000192388],"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":[0.00002564876,0.00001591157,0.00009484139,0.00007988075,0.000004765994,0.00004764546,0.00001520211,0.0004634517,0.9845979,0.0006179881,0.0004450367,0.0135916],"study_design_scores_gemma":[0.00002912779,0.0002949477,0.001370667,0.00001574149,0.00002566305,0.0004101376,0.00001103044,0.00795344,0.9724379,0.0005466306,0.01687238,0.00003247271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3483068,0.01592611,0.6181873,0.001401806,0.0009713214,0.000574541,0.001965111,0.004744991,0.007922087],"genre_scores_gemma":[0.5443864,0.004416284,0.4456,0.0003812308,0.0001715892,0.0007900333,0.0005675422,0.00005847736,0.003628505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007466509,"threshold_uncertainty_score":0.002497733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968172305","doi":"10.1039/c3lc51313k","title":"Hydrophobic sol–gel channel patterning strategies for paper-based microfluidics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Microfluidics; Materials science; Pulmonary surfactant; Wax; Nanotechnology; Etching (microfabrication); Chemical engineering; Layer (electronics); Composite material","authors":[{"name":"Jingyun Wang","is_ca":true},{"name":"Maria Rowena N. Monton","is_ca":true},{"name":"Xiaoli Zhang","is_ca":true},{"name":"Carlos D. M. Filipe","is_ca":true},{"name":"Robert Pelton","is_ca":true},{"name":"John D. Brennan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01238120509646875,"gpt":0.2039115036925368,"spread":0.191530298596068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229196,0.0003721407,0.0001608518,0.0001489978,0.0001338314,0.000334395,0.0002537017,0.0002769204,0.00117539],"category_scores_gemma":[0.0002675001,0.0001580659,0.0001920913,0.0001017267,0.0002604676,0.0003078358,0.0002306586,0.000304584,0.0004064254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215407,"about_ca_system_score_gemma":0.0002327714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490974,"about_ca_topic_score_gemma":0.0006010858,"domain_scores_codex":[0.9998579,0.00002476049,0.00001197107,0.00002688551,0.00005272252,0.00002588777],"domain_scores_gemma":[0.9997699,0.0001007336,0.00006449639,0.00002196121,0.00002256838,0.00002047691],"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":[0.0000182459,0.000008165593,0.00003158213,0.00002823518,0.000001811174,0.00001608199,0.000008010313,0.00008268976,0.9983198,0.00011494,0.00002021136,0.001350244],"study_design_scores_gemma":[0.000005551401,0.00005723333,0.0001846032,0.000001834083,0.000002654969,0.00003265768,0.000006623432,0.00048857,0.998071,0.00002886305,0.001117512,0.000002915612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408308,0.00330572,0.05162141,0.0002764516,0.0001992164,0.0001310521,0.000208693,0.0003214425,0.003105256],"genre_scores_gemma":[0.9445587,0.002008517,0.04944946,0.0001380726,0.00004969884,0.00009840268,0.0002188608,0.00005214726,0.003426252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117539,"threshold_uncertainty_score":0.003932118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}