{"meta":{"query_hash":"f93fb5d4c3f0","filters":{"venue":"Device"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f93fb5d4c3f0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Device"},"results":[{"id":"W4392699825","doi":"10.1016/j.device.2024.100320","title":"Modulation of diabetic wound healing using carbon monoxide gas-entrapping materials","year":2024,"lang":"en","type":"article","venue":"Device","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Cancer Institute; American Cancer Society; Holden Comprehensive Cancer Center, University of Iowa; Prostate Cancer Foundation; National Football League Players Association; National Institute of Diabetes and Digestive and Kidney Diseases; University of Iowa; Massachusetts Institute of Technology; National Institutes of Health; Hope Funds for Cancer Research; National Science Foundation; U.S. Department of Defense; Beth Israel Deaconess Medical Center","keywords":"Carbon monoxide; Wound healing; Modulation (music); Materials science; Biomedical engineering; Chemical engineering; Medicine; Chemistry; Engineering; Surgery; Organic chemistry; Physics; Acoustics; Catalysis","score_opus":0.0187907412481746,"score_gpt":0.2693169785179621,"score_spread":0.2505262372697875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392699825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961293,0.002154604,0.00084745715,0.000045081266,0.00029222234,0.0001250309,0.0000134294905,0.000022306616,0.00037059985],"genre_scores_gemma":[0.9988854,0.000088960376,0.0005300539,0.00008050404,0.00027225638,0.0000073743095,0.000056479286,0.000028928871,0.000050034607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990902,0.0000565865,0.00026944166,0.00026790024,0.00010763065,0.00020827298],"domain_scores_gemma":[0.9996258,0.00001181413,0.00005605659,0.00021095733,0.000043089036,0.0000522655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002259465,0.00012457506,0.00015196356,0.000056560628,0.000029719455,0.000040973486,0.00008123913,0.000091850394,0.0000141276905],"category_scores_gemma":[0.000026702402,0.0001283134,0.000049768012,0.00011873379,0.00002417905,0.0000050417834,0.000043583106,0.000048583493,0.000002815909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012750134,0.000011269591,0.00027296072,0.00016043651,0.00004349752,0.0000042004945,0.000049202572,0.00065170816,0.99804866,0.000039041788,0.000017021504,0.0006892304],"study_design_scores_gemma":[0.0001060665,0.0000535409,0.0005907695,0.00012301788,0.000033979362,0.0000073785654,0.00005257306,0.010523267,0.987037,0.00007273744,0.0012483099,0.0001513533],"about_ca_topic_score_codex":0.0002458763,"about_ca_topic_score_gemma":0.000019645846,"teacher_disagreement_score":0.011011674,"about_ca_system_score_codex":0.000024260495,"about_ca_system_score_gemma":0.00006699754,"threshold_uncertainty_score":0.5232468},"labels":[],"label_agreement":null},{"id":"W4399212195","doi":"10.1016/j.device.2024.100404","title":"From eyes to cameras: Computer vision for high-throughput liquid-liquid separation","year":2024,"lang":"en","type":"article","venue":"Device","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Structural Genomics Consortium; Vector Institute; University of Toronto; University of British Columbia","funders":"","keywords":"Computer science; Artificial intelligence; Volume (thermodynamics); Throughput; Adaptability; Automation; Computer vision; Generalizability theory; Engineering; Mathematics","score_opus":0.012513512055672393,"score_gpt":0.30357249267865627,"score_spread":0.29105898062298385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399212195","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24210551,0.0003590634,0.75448865,0.0004977204,0.00096192973,0.00032313532,0.000098814104,0.000788181,0.0003769807],"genre_scores_gemma":[0.97382516,0.000010464116,0.023279661,0.0010050755,0.0009610617,0.0001093444,0.0006329727,0.00005393245,0.00012235467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991273,0.0000093025665,0.00029200845,0.00027003966,0.00011606724,0.000185281],"domain_scores_gemma":[0.9995523,0.00006583198,0.000018216959,0.0001980607,0.0001374456,0.000028134107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016480668,0.00016659133,0.00015502701,0.00014064509,0.000050232604,0.00008209175,0.00012126994,0.000104309,0.000041784486],"category_scores_gemma":[0.000009514025,0.00016534612,0.00003626695,0.00051599345,0.000016226197,0.0002463483,0.00004092376,0.000113381924,0.00018262517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007386048,0.0000129679565,9.2543075e-7,0.00013157727,0.00006889162,0.0000054170596,0.000922162,0.00022039424,0.7516563,0.016426302,0.21073672,0.01974451],"study_design_scores_gemma":[0.00011746309,0.00038678048,0.000034439974,0.0001654754,0.000018681629,0.0000024434657,0.00003282805,0.008388861,0.5900419,0.00040550824,0.40016022,0.00024543662],"about_ca_topic_score_codex":0.000059472688,"about_ca_topic_score_gemma":0.0000025407141,"teacher_disagreement_score":0.7317196,"about_ca_system_score_codex":0.0001411973,"about_ca_system_score_gemma":0.00002172902,"threshold_uncertainty_score":0.6742619},"labels":[],"label_agreement":null},{"id":"W4399826935","doi":"10.1016/j.device.2024.100400","title":"Luminal electrophysiological neuroprofiling system for gastrointestinal neuromuscular diseases","year":2024,"lang":"en","type":"article","venue":"Device","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Novo Nordisk; Society of Fellows, Harvard University; Massachusetts Institute of Technology","keywords":"Electrophysiology; Medicine; Neuroscience; Neuromuscular junction; Anatomy; Biology; Internal medicine","score_opus":0.020483702759467603,"score_gpt":0.27618533064339834,"score_spread":0.25570162788393075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399826935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984197,0.0007974787,0.012147159,0.0008007573,0.00025635448,0.0006137352,0.00002876285,0.0006499448,0.0005088085],"genre_scores_gemma":[0.9953733,0.0000026490713,0.0035917396,0.00032548697,0.00043854697,0.000058987585,0.000065790635,0.000031813866,0.00011167406],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987025,0.000046904875,0.00022843105,0.00045537195,0.00018670561,0.00038008843],"domain_scores_gemma":[0.99924064,0.00021754822,0.000027760276,0.00020599489,0.0001112493,0.00019681496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009285898,0.00018695279,0.00025593772,0.000075219694,0.000090915775,0.00005611417,0.0000914737,0.000026853559,0.000020504325],"category_scores_gemma":[0.00045945385,0.00015039524,0.00024234632,0.00021787544,0.00006870394,0.000066345645,0.000031330987,0.00023391678,0.000081281076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010581177,0.0021379273,0.11151198,0.04522572,0.00039170403,0.013143547,0.00018711711,0.0005572412,0.7534105,0.03464732,0.008312438,0.019893324],"study_design_scores_gemma":[0.005061927,0.023679871,0.65745777,0.009603644,0.002955573,0.03253973,0.0017752418,0.23691389,0.0049866666,0.0011736397,0.022479506,0.0013725387],"about_ca_topic_score_codex":0.0000109609855,"about_ca_topic_score_gemma":8.307042e-7,"teacher_disagreement_score":0.7484238,"about_ca_system_score_codex":0.000048327398,"about_ca_system_score_gemma":0.00010826312,"threshold_uncertainty_score":0.61329395},"labels":[],"label_agreement":null},{"id":"W4401014899","doi":"10.1016/j.device.2024.100468","title":"Spraying Li6PS5Cl and silver-carbon multilayers to facilitate large-scale fabrication of all-solid-state batteries","year":2024,"lang":"en","type":"article","venue":"Device","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council; Faraday Institution; Henry Royce Institute","keywords":"Fabrication; Carbon fibers; Nanotechnology; Solid-state; Scale (ratio); Materials science; Process engineering; Environmental science; Engineering physics; Engineering; Composite material; Physics; Composite number","score_opus":0.026666258000213484,"score_gpt":0.27616882024251965,"score_spread":0.24950256224230616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401014899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98576766,0.00042275598,0.011834919,0.00015648165,0.0006564096,0.0002193382,0.000114006405,0.00025323714,0.0005752126],"genre_scores_gemma":[0.9964026,0.00006313645,0.002984811,0.00020002988,0.000041555177,0.000036453275,0.000014163961,0.000038144557,0.00021905915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991286,0.000021225711,0.00027767304,0.00021821955,0.00012135409,0.00023294723],"domain_scores_gemma":[0.9996326,0.00006635083,0.000022252558,0.00019039224,0.000032357773,0.000056070454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015815845,0.00015048584,0.0001852161,0.00010079237,0.000021827953,0.00005039786,0.00009048572,0.000034121706,0.00004130201],"category_scores_gemma":[0.000025943447,0.00015765398,0.00001672556,0.00013903863,0.000020788084,0.00020082718,0.00006808827,0.000061052146,0.000052260908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027355021,0.000020472442,0.001841851,0.0015604206,0.00014747564,0.0000136616545,0.0132009955,0.022123262,0.9501186,0.000030124002,0.0011940104,0.009721752],"study_design_scores_gemma":[0.00077832653,0.00015606091,0.014023072,0.0008717956,0.0001659552,0.000012978196,0.0016427418,0.07946138,0.6903844,0.00046483256,0.21075355,0.0012849161],"about_ca_topic_score_codex":0.000021933905,"about_ca_topic_score_gemma":0.0000146849015,"teacher_disagreement_score":0.2597342,"about_ca_system_score_codex":0.000048058795,"about_ca_system_score_gemma":0.0000050564295,"threshold_uncertainty_score":0.64289427},"labels":[],"label_agreement":null},{"id":"W4403098878","doi":"10.1016/j.device.2024.100567","title":"An affordable platform for automated synthesis and electrochemical characterization","year":2024,"lang":"en","type":"article","venue":"Device","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Canada Research Chairs; University of Toronto; Fleming College","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science; Bundesministerium für Bildung und Forschung","keywords":"Characterization (materials science); Electrochemistry; Computer science; Nanotechnology; Chemistry; Materials science; Electrode","score_opus":0.011662482197268923,"score_gpt":0.28332110314156755,"score_spread":0.27165862094429866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403098878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809499,0.000044510867,0.01688926,0.00024181463,0.00034314085,0.00020421663,0.00003817489,0.0011349123,0.00015410676],"genre_scores_gemma":[0.9846721,0.000006999589,0.014761181,0.00014756445,0.00014658774,0.000096096795,0.000054993903,0.000024649305,0.000089827205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897337,0.000035631245,0.00017823093,0.0003812301,0.0001472063,0.00028435222],"domain_scores_gemma":[0.9994651,0.00019891122,0.00004408871,0.00017173127,0.0000411531,0.000078991165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064226147,0.00012067863,0.00014287027,0.00006299684,0.00014253095,0.00050915615,0.00020661826,0.00006688808,0.00028159333],"category_scores_gemma":[0.00019419525,0.000102963764,0.000019040013,0.00015928296,0.00005119884,0.0006015402,0.00003504301,0.000052399522,0.00010539376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017930417,0.000011129963,0.000050124007,0.0001479016,0.000002040103,0.0000014804147,0.00013039389,0.000017383363,0.99733526,0.0012075313,0.00006479012,0.0010140672],"study_design_scores_gemma":[0.000045439236,0.000053180163,0.00078057084,0.000051474857,0.000014638572,0.00002105174,0.000012189015,0.31854805,0.67556745,0.00018131101,0.004590925,0.00013369962],"about_ca_topic_score_codex":0.00001791418,"about_ca_topic_score_gemma":0.0000037088355,"teacher_disagreement_score":0.32176775,"about_ca_system_score_codex":0.000032225387,"about_ca_system_score_gemma":0.000046600937,"threshold_uncertainty_score":0.49098045},"labels":[],"label_agreement":null},{"id":"W4403935508","doi":"10.1016/j.device.2024.100603","title":"Thermoelectric CO2RR electrolysis","year":2024,"lang":"en","type":"article","venue":"Device","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research; University of British Columbia","funders":"Canada First Research Excellence Fund; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Electrolysis; Thermoelectric effect; Materials science; Environmental science; Chemistry; Electrode; Physics; Thermodynamics","score_opus":0.009275927042534732,"score_gpt":0.25439709806215705,"score_spread":0.2451211710196223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403935508","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32611433,0.026616216,0.00627758,0.0038402162,0.001028822,0.00030831073,0.000007145308,0.0051092524,0.63069814],"genre_scores_gemma":[0.99147815,0.0001566496,0.000084647145,0.00025792856,0.00022776132,0.000032434567,0.000014716078,0.000023710147,0.0077240164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938685,0.000020319303,0.00010924282,0.0001955519,0.000114389484,0.00017366085],"domain_scores_gemma":[0.9997055,0.000026675647,0.000013356086,0.0001914258,0.000026264925,0.000036810714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008864519,0.000085177126,0.00008844626,0.000121494944,0.000041528747,0.000062896725,0.00010824794,0.000052445474,0.0009498572],"category_scores_gemma":[0.000008967674,0.00007350716,0.00008890549,0.0007652504,0.00000987846,0.00007160079,0.00001509127,0.000119797005,0.00076789415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009649731,0.000026945492,0.000013291017,0.00004170292,0.00011579842,0.000032401014,0.0001481317,0.000014676849,0.06552778,0.11098208,0.02019779,0.80288976],"study_design_scores_gemma":[0.00003793919,0.000035072706,0.00010240764,0.000013506866,0.000047736463,0.0000517199,0.00001568947,0.0011844201,0.08209166,0.0032202436,0.9130665,0.00013310404],"about_ca_topic_score_codex":0.0003363333,"about_ca_topic_score_gemma":0.000057760295,"teacher_disagreement_score":0.8928687,"about_ca_system_score_codex":0.000053974305,"about_ca_system_score_gemma":0.000031184965,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W4406144137","doi":"10.1016/j.device.2024.100651","title":"An inkjet-printable organic electrochemical transistor array with differentiated ion dynamics for sweat fingerprint identification","year":2025,"lang":"en","type":"article","venue":"Device","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Suzhou Key Industrial Technology Innovation Project; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Fingerprint (computing); SWEAT; Identification (biology); Materials science; Inkwell; Transistor; Inkjet printing; Nanotechnology; Optoelectronics; Computer science; Engineering; Electrical engineering; Artificial intelligence; Medicine; Composite material; Biology","score_opus":0.007057343783079927,"score_gpt":0.24430295011799827,"score_spread":0.23724560633491834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406144137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86845773,0.000022385057,0.1303156,0.00023859632,0.00034871438,0.0004082425,0.000018967714,0.00013291748,0.000056856483],"genre_scores_gemma":[0.9978297,0.0000060942025,0.001385552,0.00013053294,0.00006904486,0.000092412694,0.00022833345,0.000021193653,0.0002371351],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987224,0.0000514357,0.00031649062,0.00044003892,0.00015575433,0.00031388112],"domain_scores_gemma":[0.999233,0.000038804577,0.00010242489,0.0003889109,0.00017454209,0.00006232346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488767,0.00017116786,0.00023475973,0.00007408631,0.00015361753,0.00019267948,0.00033738484,0.00010098752,0.00014476819],"category_scores_gemma":[0.00004218321,0.00014398358,0.000036786132,0.00019736304,0.00004937957,0.0002484236,0.000018269064,0.0000646919,0.000049816506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019460527,0.00013078873,0.0012712305,0.0001481819,0.00001092464,4.1287473e-7,0.00014072878,0.0000024134251,0.9973204,0.0006068375,0.00005372339,0.00011975746],"study_design_scores_gemma":[0.00045107608,0.0000635241,0.0040757023,0.00007640685,0.00006762751,0.0000020926095,0.00006930233,0.00077353546,0.993793,0.00019102702,0.00025658048,0.00018011921],"about_ca_topic_score_codex":0.00004137854,"about_ca_topic_score_gemma":0.00030999142,"teacher_disagreement_score":0.12937197,"about_ca_system_score_codex":0.0001702594,"about_ca_system_score_gemma":0.00008887315,"threshold_uncertainty_score":0.587148},"labels":[],"label_agreement":null},{"id":"W4412630709","doi":"10.1016/j.device.2025.100865","title":"A radically simple, ingestible colorimetric biosensor pill for cost-effective, non-invasive monitoring of intestinal inflammation","year":2025,"lang":"en","type":"article","venue":"Device","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Pill; Simple (philosophy); Medicine; Computer science; Nanotechnology; Pharmacology; Materials science","score_opus":0.013759401736904481,"score_gpt":0.2659059160490455,"score_spread":0.252146514312141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412630709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94442165,0.00015866551,0.0518688,0.000071326394,0.0004343512,0.0012482781,0.000013895637,0.00017846166,0.0016045691],"genre_scores_gemma":[0.9962795,0.000034050234,0.0033094578,0.000014742016,0.00014283955,0.00014749418,0.0000062019785,0.0000158572,0.000049876442],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992792,0.000017107584,0.0002634711,0.00015244648,0.000096741125,0.0001910064],"domain_scores_gemma":[0.99886966,0.00071336125,0.000050397328,0.00011544641,0.00019844729,0.00005268092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014476398,0.00012873317,0.00021241748,0.00031829474,0.000056224395,0.000023666533,0.00008476049,0.000100188794,0.0000027621531],"category_scores_gemma":[0.0007730622,0.00012936314,0.000069994276,0.00096445036,0.000030255253,0.00008290338,0.00002016992,0.0001351932,0.0000078868725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017937139,0.000077427816,0.018859776,0.0026666035,0.00028386828,0.000007598573,0.00013292751,0.016077248,0.73208237,0.001379917,0.0006370518,0.22761583],"study_design_scores_gemma":[0.0007206292,0.0001877713,0.04664428,0.00031734532,0.00009889418,0.0000028601946,0.000062734805,0.08456972,0.86194557,0.00025604246,0.005005195,0.00018897615],"about_ca_topic_score_codex":0.000027743374,"about_ca_topic_score_gemma":0.000012333514,"teacher_disagreement_score":0.22742687,"about_ca_system_score_codex":0.000105524894,"about_ca_system_score_gemma":0.000025533498,"threshold_uncertainty_score":0.5275276},"labels":[],"label_agreement":null},{"id":"W4413583207","doi":"10.1016/j.device.2025.100894","title":"Acoustic emissions dose and spatial control of blood-brain barrier opening with focused ultrasound","year":2025,"lang":"en","type":"article","venue":"Device","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Neurological Disorders and Stroke; Health Canada; National Center for Advancing Translational Sciences; Institute for Clinical and Translational Research, University of Maryland, Baltimore; School of Medicine, University of Maryland; U.S. Food and Drug Administration; National Cancer Institute; National Institutes of Health; Focused Ultrasound Foundation; University of Maryland, Baltimore; Johns Hopkins University; Instituto Tecnológico de Aeronáutica; American Cancer Society","keywords":"Focused ultrasound; Blood–brain barrier; Ultrasound; Environmental science; Medicine; Radiology; Internal medicine; Central nervous system","score_opus":0.0050103510355347285,"score_gpt":0.21172775322112317,"score_spread":0.20671740218558843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413583207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88441205,0.00073149207,0.10779898,0.00027736777,0.000049299986,0.0003570737,0.00006006328,0.00014888331,0.006164806],"genre_scores_gemma":[0.998687,0.000015423902,0.00080767076,0.00017868479,0.000025638048,0.000041170097,0.000006655199,0.000016351214,0.00022140592],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995294,0.000013054849,0.00013895269,0.00012187661,0.00006648965,0.00013020137],"domain_scores_gemma":[0.9992771,0.0004367632,0.000020701711,0.0001688759,0.000035314308,0.000061258674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006086532,0.0001030306,0.00015742223,0.000050579572,0.000079634345,0.000026747795,0.00009013103,0.000051132996,0.000053717435],"category_scores_gemma":[0.000070095455,0.00008666922,0.000019875259,0.0001646243,0.000042062195,0.000048518064,0.000008897332,0.000099329576,0.0000030679741],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027618858,0.00004691378,0.01107114,0.00016267231,0.00029456345,0.0000034343482,0.00060517224,0.0054799053,0.9760838,0.0008708256,0.0003642183,0.0049897037],"study_design_scores_gemma":[0.036026075,0.00068414287,0.38385427,0.002492084,0.0064503932,0.00027198243,0.0035447204,0.18254593,0.19910474,0.0027360325,0.17857231,0.003717332],"about_ca_topic_score_codex":0.00008163085,"about_ca_topic_score_gemma":0.0002017231,"teacher_disagreement_score":0.7769791,"about_ca_system_score_codex":0.0000071161917,"about_ca_system_score_gemma":0.000034550136,"threshold_uncertainty_score":0.3534268},"labels":[],"label_agreement":null},{"id":"W7101700463","doi":"10.1016/j.device.2025.100973","title":"A continuum robotic bioprinter for in situ vocal fold repair","year":2025,"lang":"en","type":"article","venue":"Device","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Self-healing hydrogels; Nozzle; Tissue engineering; Fold (higher-order function); Adhesive; In situ; Pneumatic artificial muscles; Soft robotics","score_opus":0.021999652565576216,"score_gpt":0.22419287490853118,"score_spread":0.20219322234295498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101700463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941786,0.00005464918,0.00007933169,0.0019199518,0.00013684895,0.00012883727,0.00001119443,0.00005074394,0.0034398453],"genre_scores_gemma":[0.9976455,0.000002126663,0.00007903588,0.0006335791,0.00003480737,0.0000049984205,0.000029476296,9.969658e-8,0.0015703712],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996374,0.000014673938,0.000070182345,0.00012267705,0.00003365074,0.000121387086],"domain_scores_gemma":[0.999836,0.000094819145,0.000014079233,0.000018141354,0.000019508805,0.000017417902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009829767,0.000041919582,0.00007338515,0.000009869535,0.000053835625,0.00001251307,0.00008397207,0.00005039051,0.0000211407],"category_scores_gemma":[0.000033526398,0.000017643699,0.00005485046,0.00014723974,0.000011531758,0.000050168084,0.00003708902,0.000037859343,0.000031433294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005712561,0.00051281287,0.28153917,0.00015162061,0.00009411932,0.000038175363,0.0002689901,0.000036057227,0.5261855,0.01380022,0.12697639,0.049825683],"study_design_scores_gemma":[0.00032200647,0.00008191782,0.8519718,0.00008670778,0.000020023854,0.0000020376035,0.00031248806,0.00071986445,0.005206291,0.0011427655,0.13999459,0.00013947523],"about_ca_topic_score_codex":0.00020511379,"about_ca_topic_score_gemma":0.010268258,"teacher_disagreement_score":0.57043266,"about_ca_system_score_codex":0.000018596751,"about_ca_system_score_gemma":0.0000029725695,"threshold_uncertainty_score":0.5729929},"labels":[],"label_agreement":null}]}