{"meta":{"query_hash":"80c3a65d12cc","filters":{"venue":"Journal of Medical Engineering & Technology"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"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/80c3a65d12cc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Medical+Engineering+%26+Technology"},"results":[{"id":"W1971010702","doi":"10.3109/03091902.2011.626839","title":"Development of autonomous microrobotics in endoscopy","year":2011,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Colonoscopy; Perforation; Mesenteries; Loop (graph theory); Endoscopy; Computer science; Surgery; Medicine; Colorectal cancer; Engineering; Mechanical engineering; Cancer; Mathematics; Anatomy; Internal medicine","score_opus":0.04055819352775363,"score_gpt":0.3208777645228994,"score_spread":0.28031957099514576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971010702","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007558144,0.9970885,0.00135007,0.00022811837,0.00031238017,0.00020223843,0.0000010813662,0.00003545847,0.000026345086],"genre_scores_gemma":[0.00041149414,0.8893272,0.11011018,0.000007501284,0.00007637502,0.000014784051,0.0000026821795,0.00004047778,0.000009254305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974436,0.000011680694,0.0016593747,0.00016100991,0.0004253884,0.00029895132],"domain_scores_gemma":[0.9987036,0.0001307362,0.0006604512,0.0001937668,0.000101883,0.00020957155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058203354,0.00030260943,0.0022875457,0.0013576089,0.0000086144255,0.0000029315481,0.00039364313,0.000653376,0.00006198795],"category_scores_gemma":[0.0009084161,0.0002176297,0.00029475268,0.00042899852,0.00007447789,0.000017006329,0.000113912254,0.0013913729,0.000008611393],"study_design_candidate":"design_other","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":[0.000011804707,0.00069585006,0.00022507797,0.0090572825,0.00054402405,0.0016722837,0.000065256754,0.00000858277,0.000020051644,0.0005452635,0.00007937307,0.98707515],"study_design_scores_gemma":[0.0014501737,0.00092104706,0.00009316263,0.113480665,0.0010157822,0.010516195,0.000026905485,0.000036237132,0.00020604387,0.000013183728,0.8720258,0.0002148439],"about_ca_topic_score_codex":0.0000033864678,"about_ca_topic_score_gemma":0.000001540313,"teacher_disagreement_score":0.98686033,"about_ca_system_score_codex":0.0003643199,"about_ca_system_score_gemma":0.0012588708,"threshold_uncertainty_score":0.88746816},"labels":[],"label_agreement":null},{"id":"W1972824569","doi":"10.1080/03091900210156869","title":"Quantitative evaluation of the dynamics of external factors influencing canine gastric electrical activity before and after uncoupling","year":2002,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Infant Health and Development","field":"Health Professions","cited_by":1,"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 Alberta; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stomach; Dynamics (music); Embedding; Electrophysiology; Motility; Anatomy; Chemistry; Biomedical engineering; Biology; Neuroscience; Internal medicine; Medicine; Computer science; Physics; Cell biology; Acoustics; Artificial intelligence","score_opus":0.02626865509639172,"score_gpt":0.3517359767487593,"score_spread":0.3254673216523676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972824569","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":[0.98411065,0.0005432556,0.01354632,0.0012430327,0.000364817,0.0001684368,0.0000025089973,0.000012362177,0.000008629751],"genre_scores_gemma":[0.99813044,0.00010843869,0.0016631865,0.00003581041,0.000041603333,0.00000705667,1.7734487e-7,0.000008762858,0.0000045446527],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997917,0.00008184686,0.0007083972,0.00008205045,0.0009400997,0.0002706089],"domain_scores_gemma":[0.9985524,0.00029407634,0.0005481632,0.00010431622,0.00038530197,0.00011575064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017523685,0.00009847413,0.0003406579,0.00038005027,0.000068304376,0.0000012167387,0.00019194682,0.00033740344,0.000084038154],"category_scores_gemma":[0.0032181975,0.00006367368,0.000044591932,0.0004802034,0.00007516045,0.000055326946,0.000086759144,0.0013121831,4.4910948e-7],"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":[0.00021271854,0.00021797523,0.89345753,0.00096172607,0.00017851367,0.00003459097,0.006044394,0.004425787,0.004819916,0.005494948,0.00009382507,0.0840581],"study_design_scores_gemma":[0.0013038571,0.00047966733,0.45732483,0.0013418178,0.000081299986,0.00008078241,0.0006130747,0.5377948,0.0005078278,0.00034740788,0.000034977664,0.00008962515],"about_ca_topic_score_codex":0.00004623729,"about_ca_topic_score_gemma":0.000077599405,"teacher_disagreement_score":0.53336906,"about_ca_system_score_codex":0.0003803288,"about_ca_system_score_gemma":0.0004931171,"threshold_uncertainty_score":0.5700855},"labels":[],"label_agreement":null},{"id":"W1987552550","doi":"10.1080/0309190042000193847","title":"Large-displacement 3D structural analysis of an aortic valve model with nonlinear material properties","year":2004,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; McGill University","funders":"","keywords":"Aortic valve; Material properties; Displacement (psychology); Materials science; Finite element method; Modulus; Isotropy; Nonlinear system; Structural engineering; Biomedical engineering; Composite material; Engineering; Surgery; Medicine","score_opus":0.006159725304123287,"score_gpt":0.2839475815829553,"score_spread":0.277787856278832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987552550","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":[0.9919826,0.00030963265,0.0068750777,0.00055626273,0.00010884725,0.00010171768,0.000022173748,0.000040476418,0.0000032427615],"genre_scores_gemma":[0.9931608,0.000050565523,0.0066274274,0.000036608977,0.00008200625,0.000004618815,0.000015882382,0.000018534067,0.0000035540615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984636,0.0000066887337,0.00044457635,0.0001265126,0.0007294986,0.00022916222],"domain_scores_gemma":[0.9992424,0.0000064976084,0.00016196741,0.00020647967,0.00015217924,0.00023047172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016200557,0.00014870934,0.0006401911,0.00058603234,0.000019991321,0.0000070841807,0.00014182852,0.0001764108,0.00005758137],"category_scores_gemma":[0.0001151434,0.00009344145,0.00045660383,0.00043590966,0.00007365074,0.00006199954,0.000043114072,0.00026374,5.478335e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024698817,0.001957271,0.030238265,0.0005583449,0.03952684,0.0008505379,0.0005943801,0.9079271,0.009249703,0.0010516986,0.00001226979,0.005563724],"study_design_scores_gemma":[0.014600887,0.0045023607,0.045236923,0.0011023841,0.02418905,0.00086151616,0.0005178068,0.8976643,0.010715002,0.00012369035,0.000073160125,0.0004129031],"about_ca_topic_score_codex":0.00001391223,"about_ca_topic_score_gemma":0.000002666059,"teacher_disagreement_score":0.015337788,"about_ca_system_score_codex":0.000119391654,"about_ca_system_score_gemma":0.00024925772,"threshold_uncertainty_score":0.38104317},"labels":[],"label_agreement":null},{"id":"W1987858264","doi":"10.3109/03091902.2014.918198","title":"A proof-of-principle robot with potential for the development of a hand-held tactile instrument for minimally-invasive artery cross-clamping","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Clamping; Aorta; Abdominal aorta; Medicine; Surgery; Process (computing); Invasive surgery; Computer science; Computer vision","score_opus":0.011941780529868926,"score_gpt":0.2750773112788531,"score_spread":0.26313553074898416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987858264","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":[0.5711409,0.000112528825,0.42671266,0.0014793444,0.00012974055,0.00040099822,0.0000013303345,0.000018880444,0.0000036483127],"genre_scores_gemma":[0.8979071,0.000007907603,0.10181344,0.000032085878,0.000103775594,0.00008691723,0.0000017432944,0.000024937131,0.000022095059],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981595,0.000007289205,0.000842873,0.00014659332,0.00057149905,0.00027224474],"domain_scores_gemma":[0.9985635,0.000331364,0.00048827962,0.00020816595,0.0002839723,0.00012466752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006245649,0.00016082877,0.0005375447,0.00023859538,0.000058310427,0.000007326357,0.0002717132,0.0002418434,0.000013045916],"category_scores_gemma":[0.001704253,0.00009780196,0.0001448158,0.00014244272,0.00020482182,0.000043712367,0.000069514135,0.00030410098,2.6347155e-7],"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":[0.015245179,0.0064173117,0.04153536,0.012487737,0.016628012,0.0009954352,0.005042168,0.041584823,0.33243504,0.0040833415,0.0007339857,0.5228116],"study_design_scores_gemma":[0.021729512,0.011914073,0.011880554,0.0041599446,0.0011911337,0.0044696997,0.0005345958,0.09572311,0.8391893,0.00021514385,0.008574253,0.00041865837],"about_ca_topic_score_codex":0.000001024159,"about_ca_topic_score_gemma":0.000002965415,"teacher_disagreement_score":0.5223929,"about_ca_system_score_codex":0.00009627336,"about_ca_system_score_gemma":0.0006165704,"threshold_uncertainty_score":0.3988248},"labels":[],"label_agreement":null},{"id":"W2006200072","doi":"10.3109/03091902.2010.503309","title":"Application of robotic technology in biomechanics to study joint laxity","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":5,"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 Guelph","funders":"Canadian Arthritis Network; Canadian Institutes of Health Research","keywords":"Biomechanics; Osteoarthritis; Kinematics; Stiffness; Joint (building); Joint stiffness; Medicine; Biomedical engineering; Physical medicine and rehabilitation; Orthodontics; Control theory (sociology); Computer science; Engineering; Anatomy; Structural engineering; Artificial intelligence; Physics; Pathology; Control (management)","score_opus":0.0071282479397366824,"score_gpt":0.25683149648107745,"score_spread":0.24970324854134077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006200072","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":[0.96278894,0.00016331268,0.028402435,0.007765346,0.00039521104,0.00039583445,5.1985677e-7,0.00008281643,0.0000056044996],"genre_scores_gemma":[0.9884234,0.000022790979,0.011408585,0.000030812975,0.00006515738,0.000025989888,6.177202e-7,0.000018328854,0.000004304952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985057,0.000007985506,0.00063054875,0.00015208591,0.00047671207,0.00022694019],"domain_scores_gemma":[0.99920416,0.000026381058,0.00016667607,0.00029709717,0.00013527852,0.00017043338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006598294,0.0001301882,0.0005634524,0.0018047534,0.000012014767,0.0000024821863,0.00027302152,0.0005233429,0.000031418494],"category_scores_gemma":[0.0009997019,0.00010983188,0.00006241814,0.001082461,0.000048268048,0.00002803763,0.000106440864,0.0010326845,0.0000069529947],"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":[0.00006119079,0.001365663,0.004911139,0.00005781261,0.000076957076,0.00061031315,0.000095380296,0.00006635246,0.72403,0.0083216,0.000009616233,0.26039398],"study_design_scores_gemma":[0.017722456,0.031406123,0.008232249,0.0012542536,0.00044025056,0.008296828,0.0015008094,0.0122826975,0.9063797,0.009187255,0.0026960883,0.0006012769],"about_ca_topic_score_codex":0.000005690192,"about_ca_topic_score_gemma":0.000017394865,"teacher_disagreement_score":0.2597927,"about_ca_system_score_codex":0.000057387486,"about_ca_system_score_gemma":0.00009916142,"threshold_uncertainty_score":0.44865575},"labels":[],"label_agreement":null},{"id":"W2007444440","doi":"10.3109/03091902.2013.876111","title":"The effect of probe placement on inter-trial variability when using the Cutometer MPA 580","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Protocol (science); Medicine; Clinical trial; Pathology","score_opus":0.00818260102920793,"score_gpt":0.2797518725273274,"score_spread":0.2715692714981195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007444440","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":[0.97808367,0.00034679452,0.010452563,0.009899658,0.00069599494,0.00043096798,0.0000010335169,0.0000390947,0.000050198385],"genre_scores_gemma":[0.99913883,0.000055832887,0.0004198351,0.00007127024,0.00027531048,0.000018123863,3.9116858e-7,0.000013587881,0.0000068112718],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99843156,0.00009029976,0.00047974128,0.000106627616,0.0006869287,0.00020483737],"domain_scores_gemma":[0.9976647,0.001623136,0.00021294688,0.00030991927,0.0000692664,0.0001200229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021334873,0.00013731558,0.00043353502,0.0001661787,0.000047879505,0.00001193167,0.00032263788,0.00017058928,0.00004881165],"category_scores_gemma":[0.006409014,0.0000603597,0.00018340145,0.00013500906,0.00016166514,0.000021832924,0.000077345365,0.0005145118,0.0000017652804],"study_design_candidate":"design_other","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":[0.0696049,0.026826562,0.08037694,0.0027090674,0.011180414,0.001012614,0.00073862844,0.0061598555,0.006086762,0.024673814,0.01086169,0.7597687],"study_design_scores_gemma":[0.27008614,0.3649536,0.010830534,0.014973246,0.007934505,0.003393415,0.00039229103,0.08695364,0.07813614,0.0042652143,0.15680909,0.001272198],"about_ca_topic_score_codex":0.000003986947,"about_ca_topic_score_gemma":4.4093534e-7,"teacher_disagreement_score":0.7584966,"about_ca_system_score_codex":0.0001069059,"about_ca_system_score_gemma":0.00007886242,"threshold_uncertainty_score":0.76726514},"labels":[],"label_agreement":null},{"id":"W2019148593","doi":"10.3109/03091902.2011.645946","title":"Laser-induced breakdown spectroscopy (LIBS): an overview of recent progress and future potential for biomedical applications","year":2012,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":201,"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 Windsor","funders":"","keywords":"Laser-induced breakdown spectroscopy; Nanotechnology; Biochemical engineering; Computer science; Materials science; Laser; Engineering; Physics; Optics","score_opus":0.031764211068764044,"score_gpt":0.3316232695752519,"score_spread":0.29985905850648786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019148593","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003022861,0.9841957,0.012076624,0.0006872088,0.001681333,0.0007220742,0.000070247246,0.0002526834,0.0000118498065],"genre_scores_gemma":[0.00035216403,0.98668677,0.010007961,0.000009255611,0.002606974,0.00015702707,0.000056706544,0.00012096118,0.0000022025604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969301,0.000040831354,0.0013983833,0.00027931962,0.00072808156,0.0006232732],"domain_scores_gemma":[0.99826103,0.00013154061,0.00047278975,0.00042371958,0.00012794677,0.0005829858],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00083023857,0.00054101885,0.0020476645,0.0009252726,0.000047268735,0.000025698091,0.0009150386,0.00206255,0.00014815923],"category_scores_gemma":[0.000080126476,0.00043279433,0.00034339287,0.00081838225,0.0001501853,0.00013871836,0.000101192345,0.0020004788,0.0000054409065],"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":[0.0000073657925,0.00017771721,4.2968642e-7,0.009420261,0.0004011433,0.00003608476,0.000013902816,0.000011153823,0.00020859303,0.0012653408,0.00016392003,0.98829406],"study_design_scores_gemma":[0.0005679089,0.0004584205,0.0000012060109,0.002755896,0.0008943711,0.0015598264,0.000013280255,0.0017804386,0.0006664121,0.00009257492,0.990836,0.00037362622],"about_ca_topic_score_codex":6.977029e-7,"about_ca_topic_score_gemma":0.0000010807655,"teacher_disagreement_score":0.9906721,"about_ca_system_score_codex":0.00017144093,"about_ca_system_score_gemma":0.00030967136,"threshold_uncertainty_score":0.99981236},"labels":[],"label_agreement":null},{"id":"W2053596847","doi":"10.3109/03091902.2013.779325","title":"The effect of probe to skin contact force on Cutometer MPA 580 measurements","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Elasticity (physics); Medicine; Animal science; Surgery; Chemistry; Materials science; Composite material; Biology","score_opus":0.008182283125645269,"score_gpt":0.2635882196016274,"score_spread":0.25540593647598214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053596847","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":[0.95502144,0.00032608857,0.021275947,0.02186026,0.0007113725,0.0005707946,1.8054241e-7,0.000084214036,0.00014970335],"genre_scores_gemma":[0.9988505,0.000021193013,0.0006594148,0.00021372606,0.00013706024,0.000029957457,9.522046e-8,0.000016413698,0.00007164394],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842006,0.00002586067,0.000428039,0.00008972823,0.000810362,0.00022594868],"domain_scores_gemma":[0.99916553,0.0002004137,0.00013834552,0.00018001969,0.00012795876,0.00018770323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010953784,0.0001173565,0.00035870427,0.0004297727,0.0000300035,0.000009470523,0.00026235485,0.00019915271,0.00008930759],"category_scores_gemma":[0.0035405776,0.000064428095,0.0001079873,0.00033076922,0.000039156726,0.000032475622,0.000046166395,0.0007381954,0.000020900086],"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":[0.00077621563,0.0002704677,0.012568788,0.00055927277,0.0011849053,0.0002759229,0.00020322969,0.0006361235,0.3603793,0.0009652168,0.007941819,0.61423874],"study_design_scores_gemma":[0.010403045,0.017782561,0.021045908,0.005344684,0.00024025566,0.0032879459,0.00013429424,0.006134937,0.8934604,0.00022036285,0.04156883,0.00037676483],"about_ca_topic_score_codex":0.000006489093,"about_ca_topic_score_gemma":4.1374332e-7,"teacher_disagreement_score":0.613862,"about_ca_system_score_codex":0.000086283835,"about_ca_system_score_gemma":0.000041467618,"threshold_uncertainty_score":0.4238658},"labels":[],"label_agreement":null},{"id":"W2082108507","doi":"10.1080/0309190031000081546","title":"Hardware - software co-design of portable functional gastrointestinal stimulator system","year":2003,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":8,"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 Calgary","funders":"","keywords":"Interfacing; Functional electrical stimulation; Peristalsis; Microprocessor; Stimulation; Software; Computer science; Embedded system; Computer hardware; Biomedical engineering; Medicine; Operating system","score_opus":0.01571513080361497,"score_gpt":0.24108337786820228,"score_spread":0.2253682470645873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082108507","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08352955,0.0005095424,0.9143876,0.0009499113,0.00024676445,0.00014671507,0.000003197019,0.00015968566,0.000067079505],"genre_scores_gemma":[0.91295165,0.000009437782,0.08684686,0.00004193545,0.00008146622,0.0000036947886,0.0000021908938,0.000025320902,0.000037419606],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99776036,0.000031383253,0.00078350556,0.00015578883,0.0009426833,0.00032629308],"domain_scores_gemma":[0.99856216,0.00022764882,0.0002960288,0.00020642488,0.0003785659,0.0003291928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095932884,0.00018236476,0.00060493214,0.0005022564,0.000030070367,0.000005622974,0.00020383215,0.00021588407,0.00030634095],"category_scores_gemma":[0.008152991,0.00015480378,0.00015217096,0.00035650202,0.00015087986,0.000060925562,0.000024695539,0.0009366532,0.000008316596],"study_design_candidate":"case_report","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":[0.0032207896,0.004154466,0.50592595,0.008487873,0.0014900668,0.015052974,0.00014854169,0.3600192,0.03617891,0.034634877,0.021791426,0.0088949315],"study_design_scores_gemma":[0.038998894,0.026905455,0.090750076,0.03658542,0.0017714957,0.63388664,0.0044812732,0.12294941,0.020185305,0.0014637539,0.020377103,0.0016451961],"about_ca_topic_score_codex":0.0000033306862,"about_ca_topic_score_gemma":1.8108372e-7,"teacher_disagreement_score":0.8294221,"about_ca_system_score_codex":0.00012109091,"about_ca_system_score_gemma":0.00059338583,"threshold_uncertainty_score":0.97604805},"labels":[],"label_agreement":null},{"id":"W2092198701","doi":"10.1080/03091900600687672","title":"Finite element modeling of the thoracic aorta: including aortic root motion to evaluate the risk of aortic dissection","year":2008,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":54,"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 Ottawa","funders":"","keywords":"Aortic arch; Aortic dissection; Aortic root; Ascending aorta; Displacement (psychology); Aorta; Cardiology; Medicine; Aortic valve; Internal medicine; Thoracic aorta; Dissection (medical); Aortic pressure; Anatomy; Blood pressure","score_opus":0.0316413069646192,"score_gpt":0.3082906782783255,"score_spread":0.2766493713137063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092198701","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":[0.89025605,0.0005047022,0.10575346,0.0030685484,0.00016354355,0.00021120411,0.0000011220643,0.000027166408,0.00001422521],"genre_scores_gemma":[0.9989403,0.00025120992,0.0006543632,0.000023400435,0.00009163437,0.000013753721,7.712035e-7,0.000016405553,0.0000081958515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979061,0.000041947656,0.00077381235,0.000117724296,0.0009579578,0.0002024537],"domain_scores_gemma":[0.9990196,0.00011249456,0.00028597255,0.00029031665,0.00016413194,0.00012746415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008918594,0.00013648503,0.0003942631,0.00028958457,0.0000754112,0.0000025997874,0.0002624319,0.00015785749,0.000024464292],"category_scores_gemma":[0.0022147663,0.00007272091,0.00019704457,0.000556637,0.00009996563,0.000044811026,0.00010806818,0.00054641184,0.0000013316943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005939854,0.001737792,0.26795337,0.0006321339,0.0029910272,0.00022416763,0.0018939375,0.6176198,0.006781607,0.00088285265,0.00010017952,0.09858916],"study_design_scores_gemma":[0.0011722365,0.0006050398,0.036124986,0.00086163526,0.0012807731,0.0003898099,0.00032309096,0.94985133,0.008783493,0.0004760377,0.000027966495,0.000103596576],"about_ca_topic_score_codex":0.000015879134,"about_ca_topic_score_gemma":0.0000029506857,"teacher_disagreement_score":0.33223155,"about_ca_system_score_codex":0.00009366169,"about_ca_system_score_gemma":0.0001539825,"threshold_uncertainty_score":0.29654726},"labels":[],"label_agreement":null},{"id":"W2125769532","doi":"10.1080/03091900110051659","title":"Three-dimensional static parametric modelling of phasic colonic contractions for the purpose of microprocessor-controlled functional stimulation","year":2001,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":9,"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 Alberta; University of Calgary","funders":"","keywords":"Biomedical engineering; Materials science; Voltage; Exponential function; Electric field; Stimulation; Depolarization; Chemistry; Mechanics; Physics; Biophysics; Mathematics; Mathematical analysis; Electrical engineering; Neuroscience; Medicine; Engineering; Biology","score_opus":0.048828104421616766,"score_gpt":0.2803478627152714,"score_spread":0.23151975829365462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125769532","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":[0.52809495,0.00037512905,0.46949893,0.0013663996,0.00043506981,0.00020109642,0.0000024716014,0.00002488229,0.0000010645958],"genre_scores_gemma":[0.99835134,0.00022586848,0.0012390884,0.00006721158,0.000072644,0.000020099817,2.4000806e-7,0.000014960061,0.000008549405],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980787,0.000013141505,0.0007456323,0.00015578489,0.0007586303,0.0002481108],"domain_scores_gemma":[0.9968733,0.0022930095,0.0004333261,0.00013685427,0.00018312261,0.00008039307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062452076,0.00013043196,0.00043025237,0.00065619085,0.00007329273,0.0000096460735,0.00040685866,0.00015377084,0.000022640666],"category_scores_gemma":[0.004470005,0.00009005016,0.00015861446,0.0010739025,0.00016946542,0.00014476466,0.000035643847,0.0005204819,6.5043463e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023532513,0.000114931434,0.000028972987,0.000030707233,0.000020911235,0.000019298373,0.0000068139184,0.77936983,0.21661203,0.0013483751,0.000021665188,0.0021911114],"study_design_scores_gemma":[0.0028054025,0.0003722153,0.00008983585,0.000082922736,0.0000625158,0.00052029383,0.000007247693,0.933747,0.061237127,0.0006424997,0.00036008714,0.00007285472],"about_ca_topic_score_codex":0.000003512191,"about_ca_topic_score_gemma":9.351301e-7,"teacher_disagreement_score":0.47025636,"about_ca_system_score_codex":0.000038359114,"about_ca_system_score_gemma":0.00015602646,"threshold_uncertainty_score":0.53513366},"labels":[],"label_agreement":null},{"id":"W2125809247","doi":"10.3109/03091902.2015.1035767","title":"Practicability of avoiding hypothermia in resuscitation room phase in severely injured patients","year":2015,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Hypothermia; Resuscitation; Medicine; Intensive care medicine; Medical emergency; Emergency medicine; Anesthesia","score_opus":0.040169189866667954,"score_gpt":0.3992250121042949,"score_spread":0.35905582223762694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125809247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066399194,0.9285311,0.0010770856,0.0019293955,0.00095847284,0.0009620989,0.000007524498,0.000094488874,0.000040612344],"genre_scores_gemma":[0.119382314,0.8771845,0.0028302295,0.000038628303,0.00035326424,0.000033579054,0.000020939406,0.00014389724,0.000012646548],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550855,0.0001835432,0.0023808056,0.00022100848,0.0014191914,0.00028691904],"domain_scores_gemma":[0.99708104,0.00070877216,0.0012573275,0.0003367589,0.00036558398,0.00025053814],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004379239,0.0002851083,0.0024124098,0.002384681,0.0000073487263,0.0000033231265,0.00040021096,0.0012238639,0.00004291447],"category_scores_gemma":[0.031852577,0.00022056444,0.0001868268,0.0013995792,0.00012798067,0.00009883629,0.00008233006,0.0031040404,0.0000022714712],"study_design_candidate":"design_other","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":[0.0002486673,0.0011100904,0.0005937887,0.008174839,0.00014365355,0.00035352344,0.00016934624,0.000054209984,0.000018745039,0.00017276117,0.00015845342,0.9888019],"study_design_scores_gemma":[0.0233963,0.0038940494,0.0048451023,0.1400998,0.0011428243,0.0015518372,0.00019962859,0.0017746658,0.00004798285,0.0005878806,0.82183534,0.00062461407],"about_ca_topic_score_codex":0.0000057361963,"about_ca_topic_score_gemma":0.0000032812197,"teacher_disagreement_score":0.9881773,"about_ca_system_score_codex":0.00083301537,"about_ca_system_score_gemma":0.0011401955,"threshold_uncertainty_score":0.9991958},"labels":[],"label_agreement":null},{"id":"W2162377276","doi":"10.1080/03091900210142459","title":"Intelligent multifunction myoelectric control of hand prostheses","year":2002,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":154,"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 New Brunswick","funders":"","keywords":"Prosthetic hand; Process (computing); Prehensile tail; Controller (irrigation); Computer science; SIGNAL (programming language); Computer vision; Human–computer interaction; Engineering; Computer hardware; Artificial intelligence; Medicine","score_opus":0.008129754004116316,"score_gpt":0.19950861900172984,"score_spread":0.19137886499761353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162377276","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":[0.3439146,0.01409166,0.6374172,0.0030844102,0.000855438,0.00016501689,0.0000012397754,0.0003276585,0.00014280499],"genre_scores_gemma":[0.99779403,0.0016924269,0.00037476033,0.000021476231,0.00008801421,0.0000058834858,1.2679199e-7,0.000015986172,0.0000072914863],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891543,0.000007154972,0.0004418668,0.00006241373,0.00037194716,0.00020117937],"domain_scores_gemma":[0.9995398,0.00009444524,0.00009509657,0.000092329174,0.00010354402,0.00007482073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021292553,0.000114018825,0.0003082669,0.00073452666,0.000021549895,0.0000066111147,0.00019546767,0.00020479676,0.000105267085],"category_scores_gemma":[0.0005971077,0.000095503136,0.000090258705,0.00060503837,0.00006708402,0.000057249465,0.000012014676,0.0005011734,0.0000013564818],"study_design_candidate":"design_other","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":[0.000035086287,0.0002557894,0.001309858,0.0002949863,0.0009473395,0.000065307366,0.0003255795,0.030183524,0.06510717,0.0016715272,0.0037380862,0.8960658],"study_design_scores_gemma":[0.003932613,0.0017769948,0.0044711586,0.0006813462,0.0001741255,0.0008464286,0.00020347342,0.72979414,0.18109713,0.00029897105,0.07615821,0.0005654089],"about_ca_topic_score_codex":0.0000011085662,"about_ca_topic_score_gemma":5.681854e-7,"teacher_disagreement_score":0.89550036,"about_ca_system_score_codex":0.000045182118,"about_ca_system_score_gemma":0.00000954104,"threshold_uncertainty_score":0.3894505},"labels":[],"label_agreement":null},{"id":"W2162377624","doi":"10.3109/03091902.2012.754510","title":"Radiofrequency ablation technique in the treatment of liver tumours: review and future issues","year":2013,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal University Hospital; University of Alberta; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Ablation; Thermal ablation; Radiofrequency ablation; Rf ablation; Medicine; Tumor ablation; Computer science; Medical physics; Biomedical engineering; Radiology; Internal medicine","score_opus":0.043834784846641314,"score_gpt":0.30807562613055517,"score_spread":0.26424084128391384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162377624","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009440573,0.9929276,0.00010361013,0.0054506348,0.00007591583,0.0013089216,0.0000021519331,0.00002428065,0.000012446327],"genre_scores_gemma":[0.00016765762,0.99742913,0.0017731055,0.000030908603,0.0003638059,0.00018806862,0.000008711245,0.000026476055,0.000012141455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982216,0.00008371195,0.00092980306,0.00014701913,0.00043410415,0.00018377345],"domain_scores_gemma":[0.9990062,0.00012611841,0.00041990922,0.0002639394,0.000082242164,0.00010155667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006799543,0.000297009,0.0020787616,0.0006559574,0.000011716706,0.0000056105964,0.0002614481,0.00078184885,0.00010322517],"category_scores_gemma":[0.00019390289,0.00015306372,0.00033115825,0.00054776674,0.00007991484,0.000040698596,0.00001782747,0.0007518011,0.0000029775156],"study_design_candidate":"design_other","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":[0.0000018794193,0.00018326414,0.00016151798,0.016551984,0.00019816223,0.000825369,0.000046039364,2.7377908e-8,0.0000025200131,0.00017183289,0.00024514293,0.98161227],"study_design_scores_gemma":[0.00036900054,0.0011435758,0.000024393059,0.034004156,0.0023051663,0.00590108,0.000010976095,0.000022530528,0.000020331263,0.000015207615,0.9560774,0.000106194195],"about_ca_topic_score_codex":0.000014841017,"about_ca_topic_score_gemma":4.4232604e-7,"teacher_disagreement_score":0.98150605,"about_ca_system_score_codex":0.00015961146,"about_ca_system_score_gemma":0.00020201823,"threshold_uncertainty_score":0.6241757},"labels":[],"label_agreement":null},{"id":"W2511048041","doi":"10.1080/03091902.2016.1213904","title":"Development of a mobile phone-based intervention to improve adherence to secondary prevention of coronary heart disease in China","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","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":"Population Health Research Institute; McMaster University","funders":"World Heart Federation; Duke Kunshan University","keywords":"Intervention (counseling); mHealth; Medicine; Secondary prevention; Medical prescription; Coronary heart disease; Mobile phone; China; Family medicine; Focus group; Phone; Medical emergency; Nursing; Psychological intervention; Internal medicine; Computer science; Business","score_opus":0.014952384058591379,"score_gpt":0.37436523256404675,"score_spread":0.35941284850545535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511048041","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":[0.8887384,0.00029441534,0.10392094,0.0054787663,0.00038502752,0.001135894,0.000009983682,0.000030742493,0.0000058556775],"genre_scores_gemma":[0.98441356,0.000038911843,0.013925134,0.00018253463,0.000047553895,0.0013443487,0.000001639538,0.0000134091015,0.00003290589],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99752796,0.00006292829,0.0015564578,0.00014886937,0.00038230637,0.00032150568],"domain_scores_gemma":[0.99853766,0.00016377671,0.00043035508,0.00020821457,0.00015097452,0.0005090317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015705355,0.000100712554,0.00039352878,0.0006560678,0.00003854098,6.172031e-7,0.00029570513,0.00024263804,0.00031484512],"category_scores_gemma":[0.0011154158,0.00007697089,0.0000626342,0.00042407366,0.00003319822,0.000044155066,0.000104504514,0.00055040553,0.000016910184],"study_design_candidate":"design_other","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":[0.00071720284,0.0008202395,0.011385228,0.0028372763,0.000025622267,0.000013438368,0.00052139483,0.0003313948,0.036209494,0.0008812404,0.0011010271,0.94515646],"study_design_scores_gemma":[0.023514716,0.009670669,0.6929302,0.04749587,0.00008687848,0.00004327761,0.0012297952,0.0024123813,0.027298305,0.0020215125,0.19248375,0.0008126306],"about_ca_topic_score_codex":0.000024810648,"about_ca_topic_score_gemma":0.000045845904,"teacher_disagreement_score":0.9443438,"about_ca_system_score_codex":0.00024877416,"about_ca_system_score_gemma":0.0018285976,"threshold_uncertainty_score":0.34473333},"labels":[],"label_agreement":null},{"id":"W2533855162","doi":"10.1080/03091902.2016.1243168","title":"Determinants in the number of staff in hospitals’ maintenance departments: a multivariate regression analysis approach","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":8,"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 Alberta","funders":"","keywords":"Staffing; Multivariate statistics; Benchmarking; Multivariate analysis; Health care; Regression analysis; Operations management; Variance (accounting); Clinical engineering; Statistics; Computer science; Operations research; Medicine; Engineering; Mathematics; Business; Nursing; Economics; Accounting; Marketing","score_opus":0.027348724650903822,"score_gpt":0.41267713109422166,"score_spread":0.38532840644331784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533855162","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":[0.9735218,0.00020748009,0.013325256,0.0124354055,0.00024333264,0.00020325767,0.0000065797835,0.000019386453,0.000037487738],"genre_scores_gemma":[0.9975785,0.00048363802,0.0017371817,0.00008768854,0.00005600241,0.000031772397,5.0528496e-7,0.000009877196,0.000014851545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970568,0.00037953808,0.0013495313,0.000144641,0.0006343208,0.00043520663],"domain_scores_gemma":[0.99806803,0.0008875909,0.00053112576,0.0002925074,0.00012395,0.00009676571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038906804,0.00012509718,0.00062868197,0.0005889004,0.000043659948,0.0000013514696,0.0006341598,0.0006255462,0.000071929375],"category_scores_gemma":[0.0040042493,0.000061266,0.00010644569,0.001123321,0.00010032224,0.00007813129,0.00010621447,0.0012961952,0.0000047813023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018268266,0.00048503134,0.9588838,0.00055394904,0.00016923343,0.00045003722,0.0039950674,0.0002248855,0.00020813731,0.0066383076,0.00018982096,0.028019015],"study_design_scores_gemma":[0.011560628,0.00061774434,0.91976076,0.013650003,0.00024982519,0.000382263,0.020079155,0.022824416,0.00025704902,0.005050538,0.004987567,0.0005800393],"about_ca_topic_score_codex":0.000111636575,"about_ca_topic_score_gemma":0.00009331282,"teacher_disagreement_score":0.03912306,"about_ca_system_score_codex":0.00018826895,"about_ca_system_score_gemma":0.00019942995,"threshold_uncertainty_score":0.5631395},"labels":[],"label_agreement":null},{"id":"W2950559066","doi":"10.1080/03091902.2019.1617799","title":"Using tracheal breathing sounds and anthropometric information for screening obstructive sleep apnoea during wakefulness","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wakefulness; Medicine; Supine position; Anthropometry; Polysomnography; Breathing; Physical therapy; Anesthesia; Apnea; Internal medicine; Electroencephalography","score_opus":0.01489999327378712,"score_gpt":0.29796136651674,"score_spread":0.2830613732429529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950559066","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":[0.72501606,0.00034986666,0.27313238,0.000885586,0.00032020346,0.00022883716,0.0000023061375,0.00005223669,0.000012524967],"genre_scores_gemma":[0.9680546,0.000024039247,0.03166563,0.000017870729,0.00020056876,0.000005771991,0.0000017862745,0.000027089805,0.0000026213213],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978439,0.000014624276,0.00062493206,0.00015205459,0.00094659533,0.00041790146],"domain_scores_gemma":[0.99876064,0.00020848711,0.00025571455,0.00016115558,0.0003562022,0.00025780685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082721206,0.00017298681,0.0005365347,0.002140872,0.00007804949,0.000031794312,0.0002288449,0.00046493605,0.000047234327],"category_scores_gemma":[0.002428355,0.00015178446,0.000105997555,0.0009414153,0.00015096583,0.0004928348,0.00012406381,0.0011996299,0.0000017450299],"study_design_candidate":"simulation_or_modeling","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":[0.0013724003,0.00032601698,0.061398644,0.0042461585,0.0018173427,0.0006755758,0.0014223249,0.0102774985,0.07308999,0.005061896,0.00000912075,0.84030306],"study_design_scores_gemma":[0.018327313,0.0022373507,0.049682364,0.0014079241,0.00039696068,0.030959915,0.0040943404,0.85170436,0.039005935,0.0003977669,0.001138651,0.0006471025],"about_ca_topic_score_codex":0.000007180406,"about_ca_topic_score_gemma":1.8799196e-7,"teacher_disagreement_score":0.84142685,"about_ca_system_score_codex":0.0002564147,"about_ca_system_score_gemma":0.000062109575,"threshold_uncertainty_score":0.61895907},"labels":[],"label_agreement":null},{"id":"W2999387586","doi":"10.1080/03091902.2019.1707889","title":"Evaluating patient turn effectiveness using turn-assist technologies","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":4,"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 Waterloo","funders":"","keywords":"Turn (biochemistry); Interface (matter); Position (finance); Computer science; Simulation; Medicine; Materials science; Contact angle; Physics; Business; Composite material","score_opus":0.08261917148449509,"score_gpt":0.444183540449014,"score_spread":0.3615643689645189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999387586","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":[0.53110886,0.0030880189,0.4256079,0.035829917,0.0023636837,0.0007893909,0.0000035534622,0.0010630508,0.00014564606],"genre_scores_gemma":[0.9904044,0.00008084101,0.008870894,0.0004078996,0.0001767451,0.00002618436,5.550654e-7,0.000026942706,0.0000055277724],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747396,0.00021398463,0.0008686122,0.00019182442,0.00084999163,0.00040165088],"domain_scores_gemma":[0.9985633,0.00034914547,0.0005112342,0.00020103905,0.00020257101,0.00017272537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019065195,0.00017202881,0.0004965953,0.00041767853,0.00013918175,0.000008061196,0.0006279355,0.0005812087,0.00015664549],"category_scores_gemma":[0.006958953,0.00013916714,0.00011779181,0.0005588743,0.000077186305,0.00009395104,0.0005912087,0.002097527,0.00001718972],"study_design_candidate":"design_other","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":[0.0005387282,0.00062116276,0.010377761,0.0063536186,0.0018641859,0.0017522571,0.0031647948,0.038774393,0.07745811,0.02924928,0.0065429397,0.82330275],"study_design_scores_gemma":[0.017780922,0.00553625,0.009767322,0.015267485,0.0011707692,0.00079833914,0.016685395,0.54548866,0.019891288,0.008162947,0.3574297,0.0020208997],"about_ca_topic_score_codex":0.0000061020924,"about_ca_topic_score_gemma":0.0000010553028,"teacher_disagreement_score":0.82128185,"about_ca_system_score_codex":0.00018336003,"about_ca_system_score_gemma":0.00022677403,"threshold_uncertainty_score":0.91128284},"labels":[],"label_agreement":null},{"id":"W3036034918","doi":"10.1080/03091902.2020.1753837","title":"New synthetic mitral valve model for human prolapsed mitral valve reconstructive surgery for training","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mitral valve; Medicine; Reconstructive surgery; Mitral valve prolapse; Cardiac surgery; Surgery","score_opus":0.033528833292414593,"score_gpt":0.3162822070542255,"score_spread":0.2827533737618109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036034918","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":[0.5328086,0.002685417,0.4477614,0.014922872,0.000654399,0.0008774159,0.00005393072,0.00021937345,0.000016611677],"genre_scores_gemma":[0.9781981,0.000042817803,0.020690998,0.0003061819,0.0006324831,0.00004752555,0.000011414132,0.00005554575,0.000014913226],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822086,0.000009297431,0.0006470229,0.0002419279,0.0004441039,0.00043677987],"domain_scores_gemma":[0.9985044,0.0002928791,0.00022324658,0.00014083218,0.00016243604,0.00067618006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032516764,0.0002288977,0.00091068185,0.00032302167,0.00004692706,0.000012172699,0.00018478326,0.0003876515,0.000029911691],"category_scores_gemma":[0.0022697463,0.0001965278,0.0052553583,0.00020397152,0.000072699906,0.00006283102,0.000029968287,0.00051921856,9.992489e-7],"study_design_candidate":"simulation_or_modeling","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":[0.007163048,0.0019381731,0.037534725,0.0052949414,0.09445913,0.0012539478,0.0057199514,0.017548949,0.009354714,0.017550131,0.027719252,0.77446306],"study_design_scores_gemma":[0.0811888,0.013909426,0.025488453,0.009364417,0.044793926,0.008330195,0.003319388,0.76334167,0.006690808,0.030930592,0.009264946,0.0033773722],"about_ca_topic_score_codex":0.0000030582382,"about_ca_topic_score_gemma":3.1243866e-7,"teacher_disagreement_score":0.7710857,"about_ca_system_score_codex":0.00011237275,"about_ca_system_score_gemma":0.0006941368,"threshold_uncertainty_score":0.8014172},"labels":[],"label_agreement":null},{"id":"W3098918220","doi":"10.1080/03091902.2020.1838644","title":"Design, prototype development and pre-clinical validation of a novel instrument with a compliant steerable tip to facilitate endoscopic ear surgery","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Cadaver; Suction; Dissection (medical); Middle ear; Surgical instrument; Biomedical engineering; Surgery; Medicine; Computer science; Engineering; Mechanical engineering","score_opus":0.10020217310281446,"score_gpt":0.286141832240456,"score_spread":0.18593965913764152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098918220","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":[0.81705165,0.00016152729,0.17617638,0.0061115385,0.00013647754,0.00032321102,6.765928e-7,0.000034408105,0.000004152084],"genre_scores_gemma":[0.93963754,0.000069313726,0.059985805,0.00020160497,0.000063539315,0.000017720362,0.0000012088495,0.000013932446,0.000009331945],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983459,0.000024115287,0.00074788195,0.00014075502,0.00055481767,0.00018654304],"domain_scores_gemma":[0.9989694,0.0002674257,0.00017068701,0.00009423717,0.00011875305,0.00037951305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010359822,0.0001163839,0.0005930231,0.00024781973,0.000014550257,0.000005802489,0.00010657553,0.00018277958,0.000037050715],"category_scores_gemma":[0.0018930475,0.00008614397,0.000042312255,0.00030333755,0.00007269729,0.000049263497,0.00005063173,0.0005219846,0.0000029996736],"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":[0.008954092,0.0033677612,0.49911332,0.0070760874,0.003262315,0.004521512,0.008184459,0.011077075,0.05446703,0.00069797534,0.002902617,0.39637578],"study_design_scores_gemma":[0.030387813,0.037500482,0.25663558,0.026156677,0.00079780625,0.0076421066,0.0010935015,0.0444914,0.50007325,0.00006094507,0.093437366,0.0017230691],"about_ca_topic_score_codex":0.0000021877627,"about_ca_topic_score_gemma":4.7549676e-7,"teacher_disagreement_score":0.4456062,"about_ca_system_score_codex":0.00003075484,"about_ca_system_score_gemma":0.00042238797,"threshold_uncertainty_score":0.3512849},"labels":[],"label_agreement":null},{"id":"W33191826","doi":"10.1080/03091902.2020.1838644","title":"Resultados de la encuesta de percepción entre ciudadanos estadounidenses y canadienses residentes en México","year":2008,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Humanities; Political science; Philosophy","score_opus":0.006437928653385657,"score_gpt":0.27701625541350855,"score_spread":0.2705783267601229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33191826","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":[0.97988415,0.001800581,0.002571133,0.013872876,0.00029432625,0.0000806317,0.000002542343,0.00022201847,0.0012717302],"genre_scores_gemma":[0.9896446,0.0043005487,0.005140535,0.00015961853,0.00043288936,0.0000047579642,1.6796702e-7,0.00002115126,0.0002957685],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767154,0.00022480656,0.00045485786,0.00014640024,0.00091084803,0.0005915543],"domain_scores_gemma":[0.9976437,0.0014612839,0.00020310527,0.00015617945,0.00016148215,0.00037422185],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001737994,0.00015351737,0.0003852162,0.00044511925,0.00023726856,0.000023271317,0.00077809696,0.00043483608,0.00013933622],"category_scores_gemma":[0.018509232,0.00013859016,0.00009597786,0.0005592297,0.0012647597,0.000098521894,0.00011424268,0.00097010867,0.000004434618],"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":[0.00019773023,0.00065354345,0.53033304,0.00023734149,0.0012220099,0.035831958,0.17569025,0.0025389795,0.010873004,0.088784784,0.0978048,0.05583257],"study_design_scores_gemma":[0.004185124,0.0013436284,0.21939158,0.0024618441,0.00035075756,0.019722616,0.103766546,0.0019584883,0.0034293644,0.004370011,0.63739604,0.0016239962],"about_ca_topic_score_codex":0.0033388766,"about_ca_topic_score_gemma":0.00093078084,"teacher_disagreement_score":0.53959125,"about_ca_system_score_codex":0.0006288975,"about_ca_system_score_gemma":0.001619572,"threshold_uncertainty_score":0.98975825},"labels":[],"label_agreement":null},{"id":"W4288051162","doi":"10.1080/03091902.2022.2100496","title":"Comparative assessment of blood glucose monitoring techniques: a review","year":2022,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":39,"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 Guelph","funders":"","keywords":"Medicine; Intensive care medicine","score_opus":0.02539465164276338,"score_gpt":0.3378644632085632,"score_spread":0.31246981156579984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288051162","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000102905164,0.99807453,0.000609023,0.00009621746,0.0004285923,0.00031169734,0.0000070940223,0.00027723238,0.0000926779],"genre_scores_gemma":[0.00025562165,0.99456716,0.004759142,0.000008420252,0.00027526054,0.000052549705,0.000004752104,0.00007233551,0.0000047715776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634075,0.000056157623,0.0018798396,0.00020308525,0.0011074884,0.00041267637],"domain_scores_gemma":[0.99838763,0.00033872307,0.0006328913,0.00034457134,0.00009066804,0.00020549372],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00091458927,0.00048198982,0.0034964257,0.0007807967,0.000023806488,0.00000767332,0.0011767123,0.00081156055,0.00018783007],"category_scores_gemma":[0.0004567909,0.0003839427,0.00063406455,0.0012116901,0.000078515586,0.000042723655,0.00018400858,0.0038248587,0.0000013191429],"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":[0.0000018719792,0.00021736078,0.0000020671444,0.07867417,0.0018422055,0.0005795563,0.000013845053,0.00012070179,0.0010614351,0.00025606222,0.0009892961,0.9162414],"study_design_scores_gemma":[0.00015256731,0.00028829006,3.053922e-7,0.06605238,0.0012138006,0.0017763891,0.000008272637,0.00021501722,0.0025942207,0.000009659607,0.92735744,0.0003316651],"about_ca_topic_score_codex":0.0000010354751,"about_ca_topic_score_gemma":9.3500404e-8,"teacher_disagreement_score":0.9263681,"about_ca_system_score_codex":0.00028650212,"about_ca_system_score_gemma":0.0002381607,"threshold_uncertainty_score":0.99986124},"labels":[],"label_agreement":null},{"id":"W4307232770","doi":"10.1080/03091902.2022.2134482","title":"Computational study and validation of a novel passive hand tremor attenuator","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dynamic Vibration Absorber; Vibration; Attenuator (electronics); Reduction (mathematics); Beam (structure); Computer science; Software; Amplitude; Multibody system; MATLAB; Simulation; Structural engineering; Control theory (sociology); Acoustics; Physics; Engineering; Mathematics; Attenuation; Classical mechanics; Artificial intelligence","score_opus":0.012691848821041333,"score_gpt":0.2662305561865263,"score_spread":0.25353870736548495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307232770","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":[0.9860001,0.00019840871,0.0063395835,0.0072316905,0.000082850354,0.00012437718,0.000003468366,0.000014912956,0.000004559344],"genre_scores_gemma":[0.9989213,0.000011683127,0.0009039306,0.00011745383,0.000022859082,0.000007888241,0.0000016217058,0.0000068001323,0.0000065091504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989843,0.000012298647,0.0002974299,0.00008530601,0.0005343654,0.0000863025],"domain_scores_gemma":[0.9995805,0.00008120415,0.00013694196,0.00005752625,0.00006468843,0.00007915723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001827055,0.000067215624,0.00027224876,0.00025558323,0.0000358594,0.0000028553964,0.000087556495,0.00006382668,0.00007403928],"category_scores_gemma":[0.00038918693,0.000051156057,0.000040602252,0.00020823859,0.00006330159,0.000017376631,0.00008089915,0.00038454143,2.1280255e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042352104,0.06263894,0.40992495,0.00085749215,0.0072951457,0.018851949,0.0038727436,0.15771256,0.043284584,0.010217428,0.0049161203,0.27619284],"study_design_scores_gemma":[0.14345795,0.08948798,0.39058563,0.0006997783,0.002518617,0.02010859,0.0060889227,0.32427272,0.006095497,0.007300939,0.008323163,0.0010602119],"about_ca_topic_score_codex":0.000002536745,"about_ca_topic_score_gemma":1.3611735e-7,"teacher_disagreement_score":0.27513266,"about_ca_system_score_codex":0.00002700834,"about_ca_system_score_gemma":0.000063085834,"threshold_uncertainty_score":0.20860834},"labels":[],"label_agreement":null},{"id":"W4390972303","doi":"10.1080/03091902.2023.2300829","title":"A review of the experimental methods and results of testing the mechanical properties of Tunica Albuginea","year":2023,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":1,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Tunica albuginea (penis); Engineering; Materials science; Medicine; Anatomy; Penis","score_opus":0.26991835294997785,"score_gpt":0.5008829276026008,"score_spread":0.23096457465262293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390972303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013758049,0.99228424,0.00015905903,0.006714145,0.0001487074,0.0005194045,0.000004851592,0.00001854127,0.00001347458],"genre_scores_gemma":[0.0006907016,0.99549955,0.0035725841,0.00005640829,0.000111842615,0.000020520152,5.785887e-7,0.000034179928,0.000013627419],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959687,0.00030416469,0.0023732143,0.00015919084,0.0009437845,0.00025095418],"domain_scores_gemma":[0.99670106,0.0011986853,0.0010751341,0.00052828505,0.00034073234,0.00015612785],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007193286,0.00020285501,0.0023518614,0.00037222408,0.000022993981,0.0000021301535,0.0008309388,0.0005627653,0.000009119236],"category_scores_gemma":[0.036623634,0.00009053322,0.00036744357,0.0011359394,0.00038269578,0.000015790807,0.0005129321,0.0021236588,4.347185e-7],"study_design_candidate":"systematic_review","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":[0.000027987517,0.00009961057,8.182682e-7,0.19027801,0.00040098766,0.000052765005,0.00004501416,6.5895705e-7,0.001694086,0.00027400337,0.0003680629,0.806758],"study_design_scores_gemma":[0.00060829846,0.0011767865,0.0000024709566,0.6253713,0.0006333414,0.0029434285,0.00009299425,0.0003758494,0.0029936873,0.000014987617,0.36568353,0.00010333553],"about_ca_topic_score_codex":0.000026349804,"about_ca_topic_score_gemma":5.242529e-7,"teacher_disagreement_score":0.80665463,"about_ca_system_score_codex":0.00007185091,"about_ca_system_score_gemma":0.001291305,"threshold_uncertainty_score":0.9714913},"labels":[],"label_agreement":null},{"id":"W4399490518","doi":"10.1080/03091902.2024.2356618","title":"<i>In vitro</i> analysis of tantalum-containing mesoporous bioactive glass fibres for haemostasis","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Blood Services; University of Toronto; Humber Polytechnic; Toronto Metropolitan University; St. Michael's Hospital","funders":"","keywords":"Bioactive glass; Tantalum; Mesoporous material; Materials science; In vitro; Composite material; Chemistry; Metallurgy; Organic chemistry; Catalysis; Biochemistry","score_opus":0.01204170825905251,"score_gpt":0.3023330150551468,"score_spread":0.29029130679609433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399490518","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":[0.85802996,0.015552554,0.08591059,0.039102226,0.0008359413,0.00030221674,0.000048792866,0.0001414878,0.000076243006],"genre_scores_gemma":[0.99580294,0.0005189962,0.0033314207,0.00013386123,0.00015011178,0.000007967436,0.000006393099,0.000025738667,0.000022566432],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979584,0.000016799593,0.00089400256,0.00018941733,0.0006233165,0.00031806834],"domain_scores_gemma":[0.9988029,0.0005339597,0.00015517196,0.00015928522,0.00014582984,0.0002028557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011613857,0.00016405889,0.0010941435,0.002041638,0.000014866575,0.000011004109,0.00021277247,0.000492049,0.00007171315],"category_scores_gemma":[0.0014824711,0.000117741605,0.00047423382,0.0020582697,0.00012449217,0.00007487412,0.00004924999,0.0008041076,8.2797436e-7],"study_design_candidate":"design_other","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":[0.0024699776,0.0010129305,0.001449217,0.0020999964,0.02144065,0.020221483,0.001194378,0.0045770416,0.21207196,0.013077658,0.0020163497,0.71836835],"study_design_scores_gemma":[0.0055318447,0.0029450618,0.00043953166,0.0030160295,0.005345634,0.0045242026,0.0013893913,0.54406834,0.31206107,0.0006182668,0.119505644,0.0005549614],"about_ca_topic_score_codex":0.00001466193,"about_ca_topic_score_gemma":0.000002155667,"teacher_disagreement_score":0.71781343,"about_ca_system_score_codex":0.0001456902,"about_ca_system_score_gemma":0.00022497798,"threshold_uncertainty_score":0.48013633},"labels":[],"label_agreement":null},{"id":"W4417304738","doi":"10.1080/03091902.2025.2593410","title":"Experimental and computational analysis and testing of wearable hand tremor control orthoses","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"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 British Columbia, Okanagan Campus","funders":"Mitacs","keywords":"Wearable computer; Usability; Wearable technology; Limit (mathematics); Omnidirectional antenna; Parametric statistics; Essential tremor","score_opus":0.007457500180624763,"score_gpt":0.2630608669983613,"score_spread":0.25560336681773654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417304738","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":[0.9686816,0.004711957,0.023190744,0.0032823763,0.000032421336,0.00005221209,0.000001070449,0.000015539475,0.00003210363],"genre_scores_gemma":[0.9965334,0.000058754616,0.0032268197,0.00015529124,0.000009771193,0.000001648888,3.327976e-7,0.0000032387243,0.000010747915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933696,0.000007677068,0.0002751329,0.00008552165,0.00020221545,0.00009251649],"domain_scores_gemma":[0.9995414,0.0001930958,0.00008195239,0.00004559115,0.0000610647,0.00007689793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012935759,0.00007169607,0.0003907784,0.0004447511,0.000022800112,0.0000053373483,0.00004822379,0.000118703654,0.000018489418],"category_scores_gemma":[0.0006638958,0.000051602543,0.000048166254,0.00042121595,0.0001441021,0.000018442495,0.000029887264,0.0002087209,9.1347076e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005877945,0.0016153314,0.8295752,0.0003575419,0.00586288,0.0015779485,0.00011058797,0.0060039614,0.052389573,0.003213899,0.00016616889,0.098539144],"study_design_scores_gemma":[0.025547573,0.0054178694,0.64224863,0.0012228845,0.0036462897,0.0013495715,0.00029257298,0.2939128,0.022071136,0.00337336,0.00062901946,0.00028830452],"about_ca_topic_score_codex":0.0000066377816,"about_ca_topic_score_gemma":3.7429245e-7,"teacher_disagreement_score":0.28790882,"about_ca_system_score_codex":0.0000106533835,"about_ca_system_score_gemma":0.000045556473,"threshold_uncertainty_score":0.21042906},"labels":[],"label_agreement":null}]}