{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3432,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":3432,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5cffde3b32ab","filters":{"topic":"Muscle activation and electromyography studies"}},"results":[{"id":"W2165619603","doi":"10.1109/tbme.2003.813539","title":"A robust, real-time control scheme for multifunction myoelectric control","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1735,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Classifier (UML); Computer science; Control system; Segmentation; Process (computing); Artificial intelligence; Pattern recognition (psychology); Engineering; Control engineering","authors":[{"name":"Kevin Englehart","is_ca":true},{"name":"B. Hudgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008732531768732153,"gpt":0.1895605237402581,"spread":0.1808279919715259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012135,0.0005343345,0.0003788907,0.0003008698,0.000336934,0.000730225,0.001252665,0.000582712,0.002945757],"category_scores_gemma":[0.001576767,0.000159645,0.0002796041,0.0001704066,0.0004491138,0.0007254885,0.0006014569,0.0007472592,0.0005928908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266048,"about_ca_system_score_gemma":0.0003874804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006827299,"about_ca_topic_score_gemma":0.0008499888,"domain_scores_codex":[0.9993728,0.00006494104,0.00004745492,0.0001705087,0.0002933188,0.00005105513],"domain_scores_gemma":[0.9995918,0.000113273,0.00007845106,0.00009269784,0.0001010429,0.00002283966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000435124,0.0001838042,0.0002285503,0.0002611788,0.00004782845,0.0001715678,0.0002049712,0.1299892,0.2242105,0.0402683,0.002620224,0.6013788],"study_design_scores_gemma":[0.00006313236,0.0005594703,0.0003846309,0.00002911391,0.00002016845,0.0001657492,0.00001311216,0.9458854,0.03633475,0.005985215,0.0105188,0.00004046826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007104128,0.0001896718,0.9902253,0.0001025972,0.00009819046,0.00006561249,0.00002184087,0.0007905427,0.001402194],"genre_scores_gemma":[0.6541789,0.0002064905,0.3393383,0.0001554114,0.0001362017,0.0002023707,0.00006163412,0.0000754702,0.005645177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002945757,"threshold_uncertainty_score":0.009854496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132855977","doi":"10.1080/03093640600994581","title":"Upper limb prosthesis use and abandonment","year":2007,"lang":"en","type":"review","venue":"Prosthetics and Orthotics International","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1091,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Abandonment (legal); Prosthesis; Population; Medicine; Computer science; Surgery; Environmental health","authors":[{"name":"Elaine Biddiss","is_ca":true},{"name":"Tom Chau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0484302954295946,"gpt":0.2881597098016338,"spread":0.2397294143720392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002902696,0.0003490574,0.001357855,0.006517955,0.0002465855,0.001608242,0.0005462884,0.0005417536,0.001553743],"category_scores_gemma":[0.01342769,0.0001915027,0.001559817,0.007604041,0.0005252115,0.00105331,0.0005558115,0.000388496,0.0001935683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006741562,"about_ca_system_score_gemma":0.0009242795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270013,"about_ca_topic_score_gemma":0.002097327,"domain_scores_codex":[0.9956741,0.001212645,0.001204933,0.0002836205,0.00150644,0.0001182275],"domain_scores_gemma":[0.9849548,0.008537529,0.00500651,0.0001794851,0.001175397,0.0001462361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007711624,0.0001738275,0.2524306,0.09764654,0.003790543,0.00281608,0.006472387,0.0003158748,0.00120946,0.0008927725,0.002097362,0.6313833],"study_design_scores_gemma":[0.00004582509,0.001667194,0.875935,0.04748541,0.003934999,0.02322194,0.007857942,0.0001984109,0.0008984494,0.0005403695,0.03810751,0.0001068489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1285278,0.8675609,0.0002776276,0.0002463628,0.0001262585,0.00005003088,0.0002882254,0.000006004453,0.002916858],"genre_scores_gemma":[0.3878797,0.6097794,0.0007790471,0.0002098355,0.0001980563,0.00008945753,0.0005056311,0.000005499938,0.0005533227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006517955,"threshold_uncertainty_score":0.01535112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042105519","doi":"10.1016/s0966-6362(00)00070-9","title":"Symmetry and limb dominance in able-bodied gait: a review","year":2000,"lang":"en","type":"review","venue":"Gait & Posture","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1034,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Laterality; Gait; Physical medicine and rehabilitation; Dominance (genetics); Psychology; Asymmetry; Symmetry (geometry); Medicine; Developmental psychology; Physics; Mathematics; Biology; Geometry","authors":[{"name":"Heydar Sadeghi","is_ca":true},{"name":"Paul Allard","is_ca":true},{"name":"François Prince","is_ca":true},{"name":"Hubert Labelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01541914167115647,"gpt":0.2631277102880712,"spread":0.2477085686169148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625431,0.001008439,0.002693413,0.002659156,0.0002239019,0.0009516231,0.0009264611,0.0009467635,0.002171812],"category_scores_gemma":[0.001013058,0.0003077061,0.0006900757,0.003143123,0.0005799709,0.001150997,0.0005515321,0.0005665511,0.0006615701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230744,"about_ca_system_score_gemma":0.001136147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613965,"about_ca_topic_score_gemma":0.004326413,"domain_scores_codex":[0.9997646,0.00003184773,0.00006680872,0.00006616938,0.00005636426,0.00001410963],"domain_scores_gemma":[0.9995615,0.0002479933,0.00008433605,0.000008539714,0.00007977516,0.00001793322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001944709,0.0001092441,0.002057889,0.04425666,0.0004319763,0.0005544979,0.000126132,0.0002221152,0.001043583,0.0005882261,0.006556881,0.9438583],"study_design_scores_gemma":[0.0003458947,0.001251031,0.07189274,0.06198874,0.005989019,0.02180672,0.001884425,0.0004933812,0.00205545,0.004742467,0.827273,0.000277206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003820566,0.9991979,0.00006677951,0.00006257609,0.00004910675,0.000004277834,0.00002451382,0.000002050289,0.0002107041],"genre_scores_gemma":[0.001589894,0.9979529,0.000148564,0.00005192748,0.00008002519,0.000006301357,0.00003198647,5.271811e-7,0.0001378383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002693413,"threshold_uncertainty_score":0.007265449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171188488","doi":"10.1682/jrrd.2010.09.0177","title":"Electromyogram pattern recognition for control of powered upper-limb prostheses: State of the art and challenges for clinical use","year":2011,"lang":"en","type":"article","venue":"The Journal of Rehabilitation Research and Development","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":956,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Physical medicine and rehabilitation; Amputation; Artificial limbs; Prosthesis; Control (management); Upper limb; Computer science; Autonomy; Medicine; Artificial intelligence; Surgery","authors":[{"name":"Erik Scheme","is_ca":true},{"name":"Kevin Englehart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1691483229188415,"gpt":0.3389811372415953,"spread":0.1698328143227538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006885727,0.0008082122,0.001148034,0.0008351389,0.000172239,0.002586084,0.001662354,0.001911513,0.004060077],"category_scores_gemma":[0.01411541,0.0003377555,0.0004208668,0.0007798303,0.001343506,0.002893386,0.000670278,0.001058085,0.001583752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379928,"about_ca_system_score_gemma":0.0009672878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245502,"about_ca_topic_score_gemma":0.00067068,"domain_scores_codex":[0.9971916,0.0008461993,0.0003715342,0.0003036311,0.00122197,0.00006514332],"domain_scores_gemma":[0.9905844,0.006055764,0.0005129126,0.0007016491,0.001960397,0.0001849265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003129703,0.0001883823,0.002711533,0.001465993,0.0000527865,0.00008715116,0.0001654801,0.0016947,0.0182151,0.003303305,0.001974396,0.9698284],"study_design_scores_gemma":[0.001317542,0.01331762,0.08564363,0.01538802,0.000773086,0.01462193,0.003179322,0.2070694,0.165595,0.1060421,0.386168,0.0008843523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04964918,0.3071398,0.5995798,0.02056395,0.001006623,0.0005612901,0.0002866964,0.001302597,0.01991013],"genre_scores_gemma":[0.4800616,0.1893477,0.3155621,0.003385386,0.002103999,0.0005314681,0.000480931,0.0002911147,0.008235775],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006885727,"threshold_uncertainty_score":0.03641564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131633148","doi":"10.1016/j.clinbiomech.2006.09.005","title":"Model-based estimation of muscle forces exerted during movements","year":2006,"lang":"en","type":"review","venue":"Clinical Biomechanics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":862,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Kinematics; Inverse dynamics; Torque; Computer science; Ground reaction force; Electromyography; Joint (building); Physical medicine and rehabilitation; Movement (music); Simulation; Motor control; Biomechanics; Estimation; Medicine; Engineering; Physics; Anatomy","authors":[{"name":"Ahmet Erdemir","is_ca":false},{"name":"Scott McLean","is_ca":false},{"name":"Walter Herzog","is_ca":true},{"name":"Antonie J. van den Bogert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06426205495882122,"gpt":0.3425084575103115,"spread":0.2782464025514903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007066965,0.00146069,0.002351389,0.00152792,0.0001116976,0.001018698,0.001592375,0.001161397,0.001337161],"category_scores_gemma":[0.001687548,0.000497932,0.0008331243,0.001368845,0.0003332692,0.0009288848,0.0004648425,0.0004660226,0.001474639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187564,"about_ca_system_score_gemma":0.0006039347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483661,"about_ca_topic_score_gemma":0.002415726,"domain_scores_codex":[0.9996264,0.00003923802,0.00003786562,0.0001177658,0.0001649133,0.00001373318],"domain_scores_gemma":[0.9993724,0.0002996166,0.0001093707,0.00004509509,0.0001624962,0.00001096461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006431766,0.00005483242,0.000894787,0.003194969,0.0001333264,0.00008210725,0.00002103828,0.01076618,0.006611735,0.0004807301,0.001823827,0.9758722],"study_design_scores_gemma":[0.0002467056,0.001644812,0.07489768,0.009083697,0.002324478,0.01203319,0.0004564771,0.4785568,0.06210751,0.0228603,0.3350933,0.0006951477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01090171,0.6538558,0.3287074,0.0003465968,0.0003781697,0.00009151267,0.000599412,0.0009798734,0.004139455],"genre_scores_gemma":[0.1057782,0.7572881,0.1274669,0.0002566765,0.0005932471,0.0001616834,0.001690804,0.0001233572,0.006641063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002483661,"threshold_uncertainty_score":0.004938424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104689152","doi":"10.1002/mus.1215","title":"Aging of the human neuromuscular system","year":2001,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":810,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Isometric exercise; Sarcopenia; Stimulus (psychology); Physical medicine and rehabilitation; Ageing; Eccentric; Muscle hypertrophy; Muscle contraction; Myosin; Motor unit; Motor unit recruitment; Medicine; Internal medicine; Biology; Psychology; Electromyography; Anatomy","authors":[{"name":"Anthony A. Vandervoort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03080266743064413,"gpt":0.2596564277066441,"spread":0.228853760276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003991589,0.0008400417,0.001134573,0.001675061,0.0003142767,0.0008864723,0.0005179598,0.0009215929,0.004437065],"category_scores_gemma":[0.0005081533,0.0001905552,0.0003054383,0.001749575,0.000576312,0.001165589,0.0004875178,0.000676262,0.003047633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429712,"about_ca_system_score_gemma":0.0008632734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535874,"about_ca_topic_score_gemma":0.001746754,"domain_scores_codex":[0.9997206,0.00004514627,0.00004596843,0.00006510698,0.000105735,0.00001733983],"domain_scores_gemma":[0.9997898,0.00007390796,0.00004161579,0.00001099378,0.00006782149,0.00001593878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005042116,0.0000340202,0.0004178995,0.01340568,0.00005927364,0.0003028728,0.0001186044,0.0002004532,0.003510325,0.001844246,0.01709799,0.9629582],"study_design_scores_gemma":[0.00001256694,0.000167749,0.005258841,0.004531319,0.00009250966,0.003113284,0.0001530489,0.00004320321,0.001084532,0.002745778,0.982779,0.00001826341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002592487,0.9974,0.0001390662,0.0001386429,0.0001462518,0.000004125702,0.00001308194,0.000006052603,0.001893515],"genre_scores_gemma":[0.001965966,0.9959072,0.0001778908,0.0001434184,0.0001460654,0.000007089992,0.00002073827,0.000001066772,0.001630536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004437065,"threshold_uncertainty_score":0.01484346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985471388","doi":"10.2165/00007256-200636020-00004","title":"Neural Adaptations to Resistive Exercise","year":2006,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":785,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Motor unit; Physical medicine and rehabilitation; Neural adaptation; Electromyography; Motor learning; Efferent; Neuroscience; Motor control; Medicine; Psychology; Adaptation (eye); Afferent","authors":[{"name":"David A. Gabriel","is_ca":true},{"name":"Gary Kamen","is_ca":false},{"name":"Gail Frost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02849291928299667,"gpt":0.2870963410654286,"spread":0.2586034217824319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003796845,0.0009709945,0.001636664,0.001921354,0.0001909209,0.0007669437,0.0007646285,0.0008061751,0.002982558],"category_scores_gemma":[0.0007735356,0.0002357149,0.0004791963,0.002109277,0.0004605446,0.0007654283,0.000600258,0.0007133421,0.001231938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537605,"about_ca_system_score_gemma":0.0006275735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027191,"about_ca_topic_score_gemma":0.00203526,"domain_scores_codex":[0.9998512,0.00002338932,0.00002933298,0.00003819544,0.00004625864,0.00001158337],"domain_scores_gemma":[0.9998299,0.00008626768,0.00003596419,0.000007071173,0.00003304829,0.000007763899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001637835,0.00009923572,0.0004555792,0.02211187,0.0002146484,0.0002427826,0.00004165485,0.0002861917,0.002315751,0.0005979693,0.004908783,0.9685618],"study_design_scores_gemma":[0.0001783946,0.0007589687,0.0244474,0.02284659,0.001463747,0.007925333,0.0004008117,0.0003599944,0.003763535,0.004663908,0.9330843,0.0001070376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004990571,0.9982147,0.0001823897,0.0001012631,0.00008747112,0.000007044241,0.00002464744,0.00000457037,0.0008789174],"genre_scores_gemma":[0.001795075,0.9971848,0.0002199105,0.00009951639,0.0001224165,0.00001238817,0.00003301157,0.000001112635,0.0005316895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002982558,"threshold_uncertainty_score":0.009977639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962879438","doi":"10.1109/tnsre.2019.2896269","title":"Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":723,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation Choquette-Legault; Norges Forskningsråd; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Computer science; Gesture; Transfer of learning; Artificial intelligence; Deep learning; Spectrogram; Linear discriminant analysis; Machine learning; Gesture recognition; Pattern recognition (psychology); Raw data; SIGNAL (programming language); Modalities; Modality (human–computer interaction); Speech recognition","authors":[{"name":"Ulysse Côté‐Allard","is_ca":false},{"name":"Cheikh Latyr Fall","is_ca":false},{"name":"Alexandre Drouin","is_ca":false},{"name":"Alexandre Campeau‐Lecours","is_ca":false},{"name":"Clément Gosselin","is_ca":false},{"name":"Kyrre Glette","is_ca":false},{"name":"François Laviolette","is_ca":false},{"name":"Benoit Gosselin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008887433270310033,"gpt":0.2041281633244585,"spread":0.1952407300541485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007515617,0.0009475072,0.0006550346,0.0005760457,0.0001965607,0.0004499003,0.0009172505,0.00066374,0.002130596],"category_scores_gemma":[0.001577279,0.0002473272,0.0006423824,0.0007254235,0.0003807723,0.0008208843,0.0009277186,0.001203965,0.0009100427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005551552,"about_ca_system_score_gemma":0.0005863578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051495,"about_ca_topic_score_gemma":0.003957863,"domain_scores_codex":[0.9996603,0.00006732169,0.0000221528,0.0001021332,0.0000918031,0.00005636091],"domain_scores_gemma":[0.9997069,0.0001229052,0.00003212499,0.00004564885,0.00007457775,0.00001776313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002598737,0.0002662243,0.002720583,0.0001421429,0.0001207939,0.0002128131,0.00008609306,0.2029646,0.02174089,0.002168848,0.003863866,0.7654532],"study_design_scores_gemma":[0.000007082968,0.00008395001,0.001245913,0.00001530892,0.00001168013,0.0000386448,0.00002201679,0.9894259,0.005994667,0.002313001,0.0008318438,0.0000098946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1132937,0.001969755,0.8771584,0.0004111203,0.0001198155,0.000119543,0.0003741009,0.003404855,0.003148688],"genre_scores_gemma":[0.8758776,0.0007393518,0.1148376,0.0002192179,0.00007154582,0.0002155354,0.00104682,0.00008314845,0.006909187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004051495,"threshold_uncertainty_score":0.008055866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126157717","doi":"10.1152/jappl.2000.89.3.1179","title":"Reduced strength after passive stretch of the human plantarflexors","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":713,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Isometric exercise; Electromyography; Ankle; Motor unit; Contraction (grammar); Medicine; Muscle contraction; Cardiology; Plantar flexion; Physical medicine and rehabilitation; Internal medicine; Anatomy","authors":[{"name":"Jonathon R. Fowles","is_ca":true},{"name":"D. G. Sale","is_ca":true},{"name":"J. D. MacDougall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004972351011971935,"gpt":0.1998988286970724,"spread":0.1949264776851005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731483,0.000380801,0.0002626061,0.0001532625,0.0001446753,0.0001578817,0.0001049373,0.0002299678,0.001561973],"category_scores_gemma":[0.0003582023,0.0001491704,0.0001160574,0.00006713846,0.0002035946,0.0001322426,0.0002079681,0.0001824884,0.0002645931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009049156,"about_ca_system_score_gemma":0.00009035843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007881431,"about_ca_topic_score_gemma":0.0009353872,"domain_scores_codex":[0.9999208,0.00001647728,0.000005402371,0.00002206372,0.00001605112,0.00001920267],"domain_scores_gemma":[0.9998732,0.00002014262,0.00003959259,0.000009594062,0.0000155214,0.00004205928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0104377,0.0009706646,0.1018381,0.0002648569,0.0001490754,0.001979313,0.0004968535,0.0003843264,0.8490724,0.00005010706,0.0002576949,0.03409877],"study_design_scores_gemma":[0.00007325486,0.01271547,0.9694426,0.00001229165,0.00003670546,0.001832919,0.0001351816,0.0003060342,0.01500352,0.00003213666,0.0004026206,0.000007252078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996618,0.0000892903,0.00008919192,0.000005041686,0.000002239707,0.000004796157,0.00001778669,0.000003651756,0.0001261484],"genre_scores_gemma":[0.9990873,0.00008582234,0.00007776863,0.00001630226,0.000007220121,0.000008826129,0.0001062448,0.00000193253,0.0006084488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001561973,"threshold_uncertainty_score":0.005225301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996722832","doi":"10.1097/00003677-200207000-00008","title":"Postactivation Potentiation: Role in Human Performance","year":2002,"lang":"en","type":"review","venue":"Exercise and Sport Sciences Reviews","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":701,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Long-term potentiation; Mechanism (biology); Neuroscience; Psychology; Physical medicine and rehabilitation; Medicine; Internal medicine; Physics","authors":[{"name":"D. G. Sale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03658974695824001,"gpt":0.2809199779482044,"spread":0.2443302309899644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464327,0.0008799642,0.001413604,0.001175481,0.000305083,0.0009655015,0.0009618349,0.001478657,0.005706456],"category_scores_gemma":[0.0003761649,0.0002470665,0.0003927711,0.001139271,0.000635081,0.001093054,0.0005898648,0.000988014,0.003953362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997169,"about_ca_system_score_gemma":0.000658052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007700389,"about_ca_topic_score_gemma":0.0008950292,"domain_scores_codex":[0.9997359,0.00003907382,0.00003300107,0.00006706572,0.00009600016,0.0000288572],"domain_scores_gemma":[0.9998091,0.0000645812,0.00004411353,0.000008932564,0.00005596793,0.00001727038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001645126,0.00009839723,0.0003506246,0.01426322,0.0001151391,0.0004629319,0.0001542212,0.0002807151,0.01423839,0.004306515,0.009061882,0.9565035],"study_design_scores_gemma":[0.0000464496,0.0005765762,0.008249348,0.004213722,0.0001713141,0.005113303,0.0002209451,0.0001301809,0.006952397,0.006671382,0.9676139,0.00004048513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004525783,0.996981,0.0002548945,0.000180832,0.0001595493,0.000004507778,0.00001542787,0.000009043951,0.001942149],"genre_scores_gemma":[0.004767547,0.9925346,0.0002397303,0.0001488327,0.0001778735,0.00001181676,0.00003000316,0.000002025587,0.002087478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005706456,"threshold_uncertainty_score":0.01909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129316790","doi":"10.1109/10.914793","title":"A wavelet-based continuous classification scheme for multifunction myoelectric control","year":2001,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":698,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Pattern recognition (psychology); Classifier (UML); Wavelet; Artificial intelligence; Computer science; Principal component analysis; Feature extraction; Signal processing; Speech recognition; Engineering; Data mining; Electronic engineering; Digital signal processing","authors":[{"name":"Kevin Englehart","is_ca":true},{"name":"B. Hudgin","is_ca":false},{"name":"P.A. Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01182603094241329,"gpt":0.2097895613535795,"spread":0.1979635304111662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220732,0.0004465745,0.0004293918,0.0007296462,0.0003550617,0.0007723303,0.0008519994,0.000702641,0.002007479],"category_scores_gemma":[0.002785761,0.0001517289,0.0003177823,0.0007956397,0.0005187372,0.0009892592,0.0004968105,0.0008387787,0.0008094257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868199,"about_ca_system_score_gemma":0.0003898483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007397241,"about_ca_topic_score_gemma":0.0007725879,"domain_scores_codex":[0.9994969,0.0001038999,0.00005664195,0.0001086416,0.000186913,0.00004699452],"domain_scores_gemma":[0.9992135,0.0002156854,0.00009731722,0.0001861411,0.0002481243,0.00003929152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002927792,0.0001438042,0.0007909698,0.0001186664,0.00003170077,0.0000733679,0.0001329649,0.05653219,0.06262408,0.02877438,0.002177025,0.8483081],"study_design_scores_gemma":[0.00002283938,0.0002204886,0.0008064198,0.00002421738,0.00002201416,0.00009771924,0.00001953965,0.9684116,0.0151463,0.009333012,0.005864298,0.0000315448],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009970684,0.0001440451,0.9887075,0.00007996013,0.00004465762,0.0000471024,0.00004015785,0.0003323501,0.0006334734],"genre_scores_gemma":[0.2314418,0.0002528228,0.7653853,0.00006367136,0.00008624829,0.0001645582,0.0001896015,0.00005488333,0.002361104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002007479,"threshold_uncertainty_score":0.006715715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111705205","doi":"10.1152/jn.01020.2002","title":"Role of Cocontraction in Arm Movement Accuracy","year":2003,"lang":"en","type":"article","venue":"Journal of Neurophysiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":664,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Physical medicine and rehabilitation; Electromyography; Elbow; Motor control; Movement (music); Medicine; Psychology; Neuroscience; Anatomy; Physics","authors":[{"name":"Paul L. Gribble","is_ca":true},{"name":"Lucy I. Mullin","is_ca":false},{"name":"Nicholas Cothros","is_ca":true},{"name":"Andrew A. G. Mattar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008970421736318299,"gpt":0.2242438098087772,"spread":0.2152733880724589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007170786,0.0003312856,0.0004341251,0.0003857267,0.0001790749,0.0006439682,0.0002729425,0.0004820743,0.000901707],"category_scores_gemma":[0.01450187,0.0002713794,0.0001413233,0.0002844249,0.0003570529,0.0004669033,0.0004409867,0.0003486322,0.0001773387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421652,"about_ca_system_score_gemma":0.0002076236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507723,"about_ca_topic_score_gemma":0.001371782,"domain_scores_codex":[0.9990865,0.0002130004,0.00009061389,0.000204325,0.0003162403,0.00008936436],"domain_scores_gemma":[0.9887039,0.006773728,0.002392341,0.0007639043,0.0009698,0.0003963089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002579012,0.0001898977,0.08508439,0.0002525664,0.0001383572,0.0002500283,0.0006368872,0.001808811,0.8488656,0.0001217668,0.0001030756,0.05996964],"study_design_scores_gemma":[0.00001960076,0.0007570331,0.974955,0.00001364135,0.00004076035,0.0002265323,0.00004493215,0.003572498,0.02012141,0.00008476938,0.0001499176,0.00001388729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959621,0.0005293417,0.002526933,0.00003109841,0.000005950936,0.00001546128,0.00005144178,0.00003871832,0.0008389099],"genre_scores_gemma":[0.9989769,0.00008068755,0.0006587876,0.00000846634,0.000006059918,0.000008625637,0.00004156887,0.00001486226,0.0002039787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001507723,"threshold_uncertainty_score":0.003792286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156654664","doi":"10.1016/j.jelekin.2006.08.006","title":"Myoelectric signal processing for control of powered limb prostheses","year":2006,"lang":"en","type":"review","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":651,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Heading (navigation); SIGNAL (programming language); Computer science; Signal processing; Focus (optics); Control (management); Control signal; Computer hardware; Artificial intelligence; Engineering; Telecommunications; Digital signal processing","authors":[{"name":"P. Parker","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"B. Hudgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695750497865553,"gpt":0.2622613068801845,"spread":0.245303801901529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005444859,0.00095851,0.001411736,0.001675431,0.0001515008,0.0007786984,0.001112945,0.0009433986,0.003585057],"category_scores_gemma":[0.0007373794,0.0002620661,0.0004401359,0.001735426,0.0003643079,0.0008763123,0.0004297282,0.0006972862,0.002231352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015778,"about_ca_system_score_gemma":0.0004915527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004981806,"about_ca_topic_score_gemma":0.0008646927,"domain_scores_codex":[0.9998099,0.00002256928,0.00002902944,0.00004198569,0.00008664316,0.000009834716],"domain_scores_gemma":[0.9995434,0.0002606476,0.00006979454,0.00001509489,0.00009684911,0.00001411139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006036235,0.00006825374,0.0001048031,0.007233028,0.00008055659,0.00012101,0.00002236289,0.000454689,0.006527346,0.0007717971,0.00321904,0.9813368],"study_design_scores_gemma":[0.0001470689,0.0009626696,0.007439561,0.0071677,0.0006366648,0.005939065,0.0001659344,0.003243776,0.0168605,0.007214,0.950101,0.0001220501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007707328,0.9936358,0.003819385,0.0001334936,0.0001582754,0.00001588012,0.00002488962,0.00002547573,0.001416128],"genre_scores_gemma":[0.005380914,0.9882331,0.003857912,0.0001644955,0.0003126683,0.00002748309,0.00008392201,0.000006592697,0.001932977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003585057,"threshold_uncertainty_score":0.01199323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168162876","doi":"10.1109/tbme.2005.856295","title":"A Gaussian Mixture Model Based Classification Scheme for Myoelectric Control of Powered Upper Limb Prostheses","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":644,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of New Brunswick","funders":"","keywords":"Mixture model; Pattern recognition (psychology); Artificial intelligence; Computer science; Multilayer perceptron; Segmentation; Perceptron; Artificial neural network; Autoregressive model; Linear discriminant analysis; Gaussian; Feature selection; Machine learning; Mathematics; Statistics","authors":[{"name":"Yanjiang Huang","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"B. Hudgins","is_ca":true},{"name":"Adrian D. C. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01033515712735432,"gpt":0.2165942130373213,"spread":0.206259055909967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806299,0.0006809339,0.000701873,0.0008042625,0.0003897482,0.0005966449,0.0007940374,0.0007373843,0.00165189],"category_scores_gemma":[0.002794026,0.0002622248,0.0005193292,0.0005933806,0.0003231153,0.000710651,0.0004905253,0.0006533627,0.0009182225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006022462,"about_ca_system_score_gemma":0.0005683424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974157,"about_ca_topic_score_gemma":0.00470516,"domain_scores_codex":[0.9993365,0.0001811198,0.00004789297,0.0001531409,0.0002372836,0.00004397036],"domain_scores_gemma":[0.9994966,0.0001575621,0.00004219833,0.0000690091,0.0002140757,0.00002054023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003691603,0.0001259869,0.001679668,0.0001492319,0.00008728117,0.00004996615,0.0001364631,0.06897865,0.03546083,0.00458454,0.002880371,0.8854979],"study_design_scores_gemma":[0.00002986479,0.0002406729,0.002703022,0.00003202164,0.00006209108,0.0001246641,0.00002561289,0.974884,0.0144702,0.002773753,0.004595257,0.0000589022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01069771,0.0003161879,0.9868078,0.0000663435,0.00007166092,0.00009055386,0.00006617232,0.001250518,0.0006330184],"genre_scores_gemma":[0.3054698,0.0003905981,0.6894782,0.00008779598,0.00006501827,0.0002938348,0.0003394639,0.0001187887,0.003756472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003974157,"threshold_uncertainty_score":0.009552777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170613067","doi":"10.1016/s1050-6411(01)00033-5","title":"Sampling, noise-reduction and amplitude estimation issues in surface electromyography","year":2002,"lang":"en","type":"review","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":630,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Noise (video); Noise reduction; SIGNAL (programming language); Smoothing; Interference (communication); Sampling (signal processing); Noise floor; Signal processing; Acoustics; Noise measurement; Speech recognition; Electronic engineering; Artificial intelligence; Computer vision; Digital signal processing; Filter (signal processing); Channel (broadcasting); Telecommunications; Engineering; Physics","authors":[{"name":"Edward A. Clancy","is_ca":false},{"name":"Evelyn Morin","is_ca":true},{"name":"Roberto Merletti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02515583579138499,"gpt":0.2886499981476176,"spread":0.2634941623562326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003001361,0.0009539194,0.002136107,0.00178919,0.000270425,0.00173657,0.001582646,0.002311204,0.001759073],"category_scores_gemma":[0.005379976,0.0005556372,0.0006752544,0.002749786,0.001145745,0.001860751,0.000578777,0.001140298,0.001488322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465829,"about_ca_system_score_gemma":0.00067449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009254378,"about_ca_topic_score_gemma":0.001107326,"domain_scores_codex":[0.998393,0.0003279591,0.0002140581,0.0002460849,0.0007791268,0.00003973166],"domain_scores_gemma":[0.9938248,0.004723218,0.0003111882,0.0001841578,0.000914429,0.00004220723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001002266,0.00005517882,0.000268608,0.004647112,0.00007051962,0.0001940595,0.00007290192,0.001150188,0.008508874,0.002007207,0.001387105,0.9815381],"study_design_scores_gemma":[0.0002596573,0.002737896,0.02234998,0.01046483,0.00211195,0.03056198,0.0009405038,0.04883071,0.1007419,0.06101251,0.7194687,0.0005194054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002734006,0.9243118,0.07014737,0.0005383747,0.0005136654,0.00002822224,0.0000252089,0.00007390664,0.001627477],"genre_scores_gemma":[0.02492402,0.9156356,0.05266425,0.0005124661,0.002277199,0.00006533979,0.0001127988,0.00004079049,0.00376737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003001361,"threshold_uncertainty_score":0.0158729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137219769","doi":"10.1136/bjsm.2008.051417","title":"The effects of eccentric versus concentric resistance training on muscle strength and mass in healthy adults: a systematic review with meta-analysis","year":2008,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":599,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Concentric; Eccentric; Eccentric training; Strength training; Physical medicine and rehabilitation; Medicine; Muscle mass; Physical therapy; Mathematics; Internal medicine; Physics; Geometry","authors":[{"name":"Marc Roig","is_ca":true},{"name":"Kelly K. O’Brien","is_ca":true},{"name":"G Kirk","is_ca":true},{"name":"R. Murray","is_ca":true},{"name":"Pat McKinnon","is_ca":true},{"name":"Babak Shadgan","is_ca":true},{"name":"W. Darlene Reid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462389303875887,"gpt":0.2657783015399089,"spread":0.2411544085011501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007731009,0.002439463,0.0170388,0.004227892,0.0004982176,0.002027055,0.001632568,0.001792703,0.004216104],"category_scores_gemma":[0.02301588,0.001246685,0.01881178,0.005371417,0.0005758075,0.001301874,0.001055633,0.001126118,0.0003159266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207329,"about_ca_system_score_gemma":0.00319778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722711,"about_ca_topic_score_gemma":0.01263161,"domain_scores_codex":[0.9952458,0.00209524,0.001503745,0.0004719157,0.0005461435,0.0001371915],"domain_scores_gemma":[0.9896333,0.007597118,0.001756035,0.000199586,0.000684685,0.0001292357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00215133,0.00003539446,0.001262589,0.7667145,0.2031119,0.0001619431,0.00008340141,0.0003057643,0.0003213188,0.0001225014,0.000676865,0.02505247],"study_design_scores_gemma":[0.001498046,0.0005528415,0.004138093,0.07569703,0.9131339,0.0002447423,0.00007137624,0.0001160068,0.0002911583,0.0002051902,0.004024222,0.00002733269],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002753501,0.9961239,0.0002666991,0.00009357697,0.000102475,0.000247664,0.0002185085,0.00001195047,0.0001816497],"genre_scores_gemma":[0.06454718,0.931732,0.001690319,0.0004408421,0.0001496442,0.0008494116,0.0003217445,0.00001295394,0.0002558701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0170388,"threshold_uncertainty_score":0.04088593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167221577","doi":"10.1109/tbme.2011.2161671","title":"Continuous Locomotion-Mode Identification for Prosthetic Legs Based on Neuromuscular–Mechanical Fusion","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":545,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Fusion; Electromyography; Support vector machine; Sensor fusion; Computer science; Pattern recognition (psychology); Artificial intelligence; Physical medicine and rehabilitation; Medicine","authors":[{"name":"He Huang","is_ca":false},{"name":"Fan Zhang","is_ca":false},{"name":"Levi J. Hargrove","is_ca":false},{"name":"Zhi Dou","is_ca":false},{"name":"Daniel R. Rogers","is_ca":true},{"name":"Kevin Englehart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01251747020417467,"gpt":0.2094162272672357,"spread":0.196898757063061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892175,0.0003193503,0.0003654299,0.0005299776,0.0001458846,0.0003242748,0.0003023568,0.0003458368,0.0005792152],"category_scores_gemma":[0.001666493,0.0001229129,0.0002318422,0.0002860261,0.0001837576,0.000413761,0.0002587775,0.0002595091,0.0002012345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177253,"about_ca_system_score_gemma":0.0002223472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007296281,"about_ca_topic_score_gemma":0.0007013759,"domain_scores_codex":[0.9997492,0.00004408692,0.00002456373,0.00006841587,0.00009122938,0.00002255516],"domain_scores_gemma":[0.9995291,0.0002109909,0.00006847703,0.00003486203,0.000136902,0.00001958624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003430939,0.0001637283,0.01749787,0.0001317911,0.00006979967,0.0001736486,0.0001547732,0.05219668,0.06925821,0.0009789872,0.0005427972,0.8584886],"study_design_scores_gemma":[0.00002471922,0.0003605821,0.02533183,0.00002396097,0.00003841655,0.0005996342,0.00005949765,0.9539607,0.01736304,0.001382598,0.0008304645,0.00002459909],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1648325,0.0002750394,0.833474,0.00006196427,0.00002931108,0.00005480153,0.00005769903,0.000507544,0.0007070084],"genre_scores_gemma":[0.8656026,0.00007683468,0.1337172,0.00003008904,0.00001717439,0.00005486364,0.00007441521,0.00001449329,0.0004123659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007296281,"threshold_uncertainty_score":0.003116131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W80270622","doi":"10.2165/00007256-200535070-00004","title":"Post-Activation Potentiation","year":2005,"lang":"en","type":"review","venue":"Sports Medicine","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":543,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Long-term potentiation; Myosin; Muscle fatigue; Physical medicine and rehabilitation; Reflex; Neuroscience; Muscle contraction; Medicine; Chemistry; Psychology; Internal medicine; Electromyography; Biology; Biophysics","authors":[{"name":"Matt Hodgson","is_ca":true},{"name":"David Docherty","is_ca":true},{"name":"Daniel Robbins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01907263270990899,"gpt":0.2732642469864632,"spread":0.2541916142765542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470746,0.001382102,0.002174253,0.00245513,0.0002233065,0.0008036634,0.0009869955,0.001026199,0.008171944],"category_scores_gemma":[0.0008615781,0.0002760208,0.0005961395,0.001830146,0.0004048079,0.001086835,0.0006726784,0.0008679529,0.003550724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539888,"about_ca_system_score_gemma":0.0008228375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005598035,"about_ca_topic_score_gemma":0.001660131,"domain_scores_codex":[0.9998103,0.000028002,0.00004464401,0.00004630234,0.00005446781,0.00001627442],"domain_scores_gemma":[0.9996697,0.0001481064,0.00009057853,0.00001495244,0.00005772834,0.00001898287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000217602,0.0001277391,0.0002109009,0.02763061,0.000200682,0.000268699,0.00002186226,0.0001313719,0.002436721,0.0004558868,0.007619037,0.9606791],"study_design_scores_gemma":[0.0003858251,0.001746728,0.01208623,0.02351448,0.001994715,0.009030142,0.0001773285,0.0002548152,0.007128299,0.0024046,0.9411977,0.00007924997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004459932,0.997256,0.0002576758,0.0001048765,0.0001707397,0.00001785374,0.00004373022,0.000008991605,0.001694168],"genre_scores_gemma":[0.002873077,0.994825,0.0003304509,0.0001956474,0.0002123668,0.00003182336,0.00008643996,0.000002182973,0.001443072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008171944,"threshold_uncertainty_score":0.02733791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051230789","doi":"10.1080/17483100701714733","title":"Consumer design priorities for upper limb prosthetics","year":2007,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":522,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital; Institute for Work & Health","funders":"","keywords":"Prosthesis; Demographics; Medicine; Physical therapy; Wrist; Physical medicine and rehabilitation; Prosthesis design; Operations management; Engineering; Surgery","authors":[{"name":"Elaine Biddiss","is_ca":false},{"name":"Dorcas Beaton","is_ca":true},{"name":"Tom Chau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01117406372791981,"gpt":0.2521298297624366,"spread":0.2409557660345168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495424,0.0002104951,0.0001615469,0.0005545533,0.0004196293,0.0007819344,0.0001833818,0.0003243669,0.004944133],"category_scores_gemma":[0.006593132,0.0001107399,0.0002800555,0.0004834602,0.0002314157,0.0004206923,0.0003851521,0.0003323659,0.0003902492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196262,"about_ca_system_score_gemma":0.0004368088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009612019,"about_ca_topic_score_gemma":0.001552175,"domain_scores_codex":[0.9986633,0.0004884342,0.0001064423,0.00004238618,0.0006097889,0.00008962268],"domain_scores_gemma":[0.9951043,0.001342383,0.001348299,0.0001218181,0.0016524,0.0004306895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006246924,0.0004441797,0.8925495,0.0003961897,0.00009417944,0.0002442072,0.003413694,0.0003430658,0.002700024,0.000858927,0.003306002,0.09502534],"study_design_scores_gemma":[0.00003678399,0.001068918,0.9712479,0.0001592496,0.00007816589,0.001191602,0.007982031,0.00135585,0.001686836,0.0008125669,0.01433534,0.00004477608],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902619,0.0002813357,0.001667908,0.0004462601,0.00001526983,0.00005734322,0.0001264461,0.00001396645,0.007129664],"genre_scores_gemma":[0.9968609,0.0001342107,0.001977569,0.00009710929,0.00001123361,0.00002474015,0.0001522605,0.000003589843,0.0007383463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004944133,"threshold_uncertainty_score":0.01653981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133530044","doi":"10.1109/tbme.2006.889192","title":"A Comparison of Surface and Intramuscular Myoelectric Signal Classification","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":519,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Crosstalk; Isometric exercise; Computer science; SIGNAL (programming language); Surface (topology); Pattern recognition (psychology); Engineering; Electronic engineering; Control theory (sociology); Artificial intelligence; Biomedical engineering; Mathematics; Control (management); Medicine","authors":[{"name":"Levi J. Hargrove","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"B. Hudgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568841974052368,"gpt":0.2523535618073882,"spread":0.2366651420668645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828167,0.0005671789,0.000704397,0.001364715,0.0001736383,0.001023234,0.0003347072,0.0007863138,0.001848519],"category_scores_gemma":[0.009619092,0.00011643,0.0003040243,0.000513286,0.0003386952,0.0009033689,0.0004096639,0.0002658975,0.001109758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541192,"about_ca_system_score_gemma":0.0001389026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006870754,"about_ca_topic_score_gemma":0.0005927455,"domain_scores_codex":[0.998246,0.0003958795,0.0001496334,0.0003623226,0.000668077,0.0001782003],"domain_scores_gemma":[0.9926765,0.004226979,0.0003859805,0.0005165315,0.00203217,0.0001617716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003090776,0.0001491777,0.06645642,0.0003409043,0.0002006203,0.0001383844,0.0002283317,0.009214777,0.09266638,0.0002815152,0.001207883,0.8260248],"study_design_scores_gemma":[0.0001594282,0.003458122,0.3926035,0.0001334628,0.0004289154,0.001377334,0.0006379628,0.4464273,0.1480948,0.001127308,0.005414997,0.0001368936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815764,0.0008909524,0.1096064,0.0002308925,0.0001456956,0.00009377333,0.0004855583,0.001142291,0.00582803],"genre_scores_gemma":[0.9728919,0.0002639343,0.02391131,0.00006990462,0.00004639568,0.00003469498,0.0007117601,0.00008727601,0.001982702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848519,"threshold_uncertainty_score":0.00966835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112276210","doi":"10.1016/j.jbiomech.2003.06.002","title":"Mechanical and metabolic requirements for active lateral stabilization in human walking","year":2004,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":504,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Deafness and Other Communication Disorders","keywords":"Metabolic cost; Control theory (sociology); Treadmill; Stability (learning theory); Mathematics; Computer science; Control (management); Physical medicine and rehabilitation; Medicine; Physical therapy","authors":[{"name":"J. Maxwell Donelan","is_ca":true},{"name":"David W. Shipman","is_ca":false},{"name":"Rodger Kram","is_ca":false},{"name":"Arthur D. Kuo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02012990458151873,"gpt":0.2657124028906853,"spread":0.2455824983091666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308658,0.000248616,0.0003106075,0.0004509077,0.0004034085,0.0005800134,0.0001957094,0.0004877067,0.003247797],"category_scores_gemma":[0.001456663,0.0003921287,0.0001953155,0.0002310573,0.0002582934,0.000389159,0.0002440841,0.0002375705,0.0003404472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652172,"about_ca_system_score_gemma":0.0001692307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386273,"about_ca_topic_score_gemma":0.001707008,"domain_scores_codex":[0.9998871,0.0000348519,0.00001614371,0.00001505954,0.00002343508,0.00002339157],"domain_scores_gemma":[0.9995142,0.0003167492,0.00005083656,0.00001551092,0.00005397144,0.00004861538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01737143,0.0003762817,0.04245229,0.0007822383,0.000194274,0.001550258,0.0005283171,0.006816499,0.90125,0.001645331,0.0003926335,0.02664048],"study_design_scores_gemma":[0.0003512729,0.002378247,0.9164779,0.00007120152,0.0001441567,0.003135654,0.0009404514,0.02223306,0.05183046,0.00135633,0.001035317,0.000046045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977527,0.0003543079,0.0008601661,0.00007808085,0.000004199345,0.00001702276,0.0001795806,0.000007826681,0.0007461719],"genre_scores_gemma":[0.9989744,0.0001064524,0.0002791483,0.00001194237,0.000008277013,0.00003297983,0.0002123839,0.000006670045,0.0003676285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003247797,"threshold_uncertainty_score":0.01086497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971702085","doi":"10.1109/tnsre.2012.2196711","title":"Control of Upper Limb Prostheses: Terminology and Proportional Myoelectric Control—A Review","year":2012,"lang":"en","type":"review","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":492,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Terminology; Computer science; Context (archaeology); Taxonomy (biology); Control (management); Pace; Set (abstract data type); Artificial intelligence; Biology","authors":[{"name":"Anders Lyngvi Fougner","is_ca":false},{"name":"Øyvind Stavdahl","is_ca":false},{"name":"Peter Kyberd","is_ca":true},{"name":"Yves Losier","is_ca":true},{"name":"P.A. Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374131400113328,"gpt":0.2368695101571396,"spread":0.2231281961560063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008431375,0.001570114,0.002242957,0.004981691,0.0003658264,0.001850407,0.001702326,0.001923439,0.002958014],"category_scores_gemma":[0.001475735,0.0005088103,0.0007436671,0.005941928,0.001462896,0.003353651,0.0009426919,0.001630591,0.001526658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007113707,"about_ca_system_score_gemma":0.001611991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659165,"about_ca_topic_score_gemma":0.001450436,"domain_scores_codex":[0.9994318,0.0001019634,0.0001204886,0.0001213404,0.0001909115,0.00003361214],"domain_scores_gemma":[0.9990163,0.0006033051,0.000140778,0.00003438142,0.0001780389,0.00002724083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001007596,0.0001457204,0.0003432585,0.05508314,0.0001565652,0.000281272,0.0002561939,0.00159988,0.002323346,0.01875393,0.01897981,0.9019761],"study_design_scores_gemma":[0.00002997882,0.0002534144,0.002158234,0.02284001,0.0002989767,0.003250567,0.0004083287,0.0009408818,0.001127511,0.01411754,0.9544805,0.00009416381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001270256,0.9979672,0.00064322,0.0001735329,0.0001671746,0.000007093554,0.00001382472,0.000005612202,0.0008952977],"genre_scores_gemma":[0.00170616,0.9965622,0.0008056336,0.0002029147,0.0002615213,0.00001962382,0.0000354324,0.000003428223,0.0004030824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004981691,"threshold_uncertainty_score":0.009895504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098118593","doi":"10.1002/mus.20261","title":"Persistent inward currents in motoneuron dendrites: Implications for motor output","year":2004,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":491,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroscience; Brainstem; Monoaminergic; Motor unit; Tonic (physiology); Spinal cord; Bursting; Monoamine neurotransmitter; Spasticity; Biology; Serotonin; Medicine; Anesthesia; Internal medicine","authors":[{"name":"C. J. Heckman","is_ca":false},{"name":"Monica A. Gorassini","is_ca":true},{"name":"David J. Bennett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06338436564837774,"gpt":0.303802898548865,"spread":0.2404185329004873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250244,0.0006975716,0.001023513,0.001793849,0.0002308613,0.0009164787,0.0006670611,0.001138112,0.002558227],"category_scores_gemma":[0.0003847629,0.0002208349,0.0002414277,0.002221553,0.0006409825,0.001373505,0.0003273221,0.0006721142,0.002724744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280212,"about_ca_system_score_gemma":0.000603192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008008528,"about_ca_topic_score_gemma":0.001203221,"domain_scores_codex":[0.9998935,0.00001358704,0.00001605238,0.00002708758,0.0000414222,0.000008251371],"domain_scores_gemma":[0.9998271,0.0000738649,0.00002874798,0.000007912242,0.00005087503,0.00001157076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004889924,0.00004468235,0.0002252207,0.009512313,0.00003037602,0.0004496552,0.00009935039,0.0004327697,0.006796633,0.003882637,0.007799084,0.9706784],"study_design_scores_gemma":[0.00001584577,0.0001092406,0.002364904,0.002865161,0.00005999964,0.003907153,0.0001925838,0.0001527531,0.003100944,0.00554284,0.9816636,0.00002490679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002916378,0.9974967,0.0002406349,0.0001318682,0.00007796157,0.000002101977,0.000009014513,0.000007359319,0.00174265],"genre_scores_gemma":[0.001659198,0.9965412,0.000227237,0.00007512593,0.00006029237,0.000004408033,0.00001364463,0.000001417896,0.001417473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002558227,"threshold_uncertainty_score":0.008558154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097292795","doi":"10.1109/tbme.2008.2007967","title":"Extracting Simultaneous and Proportional Neural Control Information for Multiple-DOF Prostheses From the Surface Electromyographic Signal","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":453,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Electromyography; SIGNAL (programming language); Neural Prosthesis; Surface (topology); Biomechanics; Biomedical engineering; Artificial limbs; Signal processing; Computer science; Control theory (sociology); Artificial neural network; Control (management); Artificial intelligence; Computer vision; Engineering; Electronic engineering; Mathematics; Prosthesis; Physical medicine and rehabilitation; Medicine; Anatomy","authors":[{"name":"Ning Jiang","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"P.A. Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008371508016066452,"gpt":0.1883989178589257,"spread":0.1800274098428593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000582411,0.0008539305,0.0005869511,0.0003842922,0.0002606813,0.0004470575,0.0004525869,0.0006205062,0.001012212],"category_scores_gemma":[0.001746799,0.0003866831,0.0006087575,0.0003770884,0.0003712125,0.000775938,0.0005511175,0.0006531582,0.0002440605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230337,"about_ca_system_score_gemma":0.0006278262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061033,"about_ca_topic_score_gemma":0.001665409,"domain_scores_codex":[0.9997115,0.00004689424,0.00002205273,0.00007927237,0.0001188553,0.00002154268],"domain_scores_gemma":[0.9996915,0.000169759,0.00003819028,0.00003606478,0.0000539981,0.00001059278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001367275,0.00006982849,0.0004967651,0.0001866538,0.00004398634,0.0001364611,0.0001293565,0.0974258,0.1428654,0.008193015,0.0007474081,0.7495686],"study_design_scores_gemma":[0.00001725461,0.0001023826,0.0009151979,0.0000171598,0.00002010692,0.0002184063,0.00001659634,0.9679744,0.02334113,0.005468601,0.001884414,0.00002434593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004191941,0.00006572429,0.9954091,0.00002651667,0.000009134119,0.00001356556,0.000008709257,0.0001012263,0.0001741182],"genre_scores_gemma":[0.152511,0.0002103376,0.8458024,0.00004823107,0.00003307638,0.0001053977,0.00006570739,0.00005297702,0.001170837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001061033,"threshold_uncertainty_score":0.00338614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1832270415","doi":"10.1152/jappl.2000.88.6.2131","title":"Postactivation potentiation, fiber type, and twitch contraction time in human knee extensor muscles","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":449,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Isometric exercise; Contraction (grammar); Long-term potentiation; Fast twitch muscle; Muscle contraction; Vastus lateralis muscle; Chemistry; Internal medicine; Fiber type; Anatomy; Endocrinology; Cardiology; Medicine; Skeletal muscle","authors":[{"name":"Taku Hamada","is_ca":true},{"name":"D. G. Sale","is_ca":true},{"name":"J. D. MacDougall","is_ca":true},{"name":"Mark A. Tarnopolsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004658137683004016,"gpt":0.2014735370789169,"spread":0.1968153993959129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002760658,0.0001869033,0.0001510385,0.0003000291,0.00008867065,0.0001939857,0.00009128205,0.0002348878,0.001266181],"category_scores_gemma":[0.0013274,0.0001566102,0.0001235337,0.0001910865,0.0001941721,0.000170459,0.0001564578,0.0001175572,0.0003164312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005968542,"about_ca_system_score_gemma":0.00007762718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042972,"about_ca_topic_score_gemma":0.0006313484,"domain_scores_codex":[0.9998811,0.00002131954,0.00001210989,0.00003750702,0.00003222637,0.00001568574],"domain_scores_gemma":[0.9995456,0.0001236758,0.0001989057,0.00002869333,0.00003697119,0.00006621591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002452609,0.0001217924,0.7610193,0.0002170772,0.0001757791,0.00123804,0.000550388,0.0003604623,0.2018365,0.00007611919,0.0001611917,0.03179062],"study_design_scores_gemma":[0.000004868893,0.0003280068,0.9974399,0.000003135907,0.00001266832,0.0008264236,0.00002562282,0.00006134134,0.001211622,0.00001719292,0.00006739462,0.00000190902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990001,0.0004015067,0.0002682357,0.000006687619,0.000002437228,0.000005196207,0.00004075592,0.000005172456,0.0002699024],"genre_scores_gemma":[0.9992186,0.0001572969,0.0001676459,0.000009350553,0.000006778207,0.000008265815,0.00009618631,0.000002307684,0.0003335811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266181,"threshold_uncertainty_score":0.004235804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991397260","doi":"10.1109/tnsre.2011.2163529","title":"Resolving the Limb Position Effect in Myoelectric Pattern Recognition","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":403,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of New Brunswick","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Accelerometer; Robustness (evolution); Computer science; Pattern recognition (psychology); Classifier (UML); Artificial intelligence; Position error; Electromyography; Position (finance); Physical medicine and rehabilitation; Computer vision; Speech recognition; Mathematics; Medicine; Statistics","authors":[{"name":"Anders Lyngvi Fougner","is_ca":false},{"name":"Erik Scheme","is_ca":true},{"name":"Adrian D. C. Chan","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"Øyvind Stavdahl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009248128579498655,"gpt":0.1837805566127181,"spread":0.1745324280332194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001906871,0.0005537207,0.0006100828,0.0005363441,0.0003114191,0.0007311344,0.000458019,0.0009184342,0.001123583],"category_scores_gemma":[0.01484113,0.0002908572,0.0003126292,0.0007648774,0.0006752879,0.0008474442,0.0007225988,0.000444229,0.0007138678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752847,"about_ca_system_score_gemma":0.0002506526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000718196,"about_ca_topic_score_gemma":0.001201995,"domain_scores_codex":[0.9983494,0.0005930732,0.000126013,0.0002996183,0.0005447686,0.000087099],"domain_scores_gemma":[0.9950411,0.003397427,0.0004281595,0.0006922324,0.0003830307,0.00005809865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008830458,0.0001861634,0.02310654,0.000423651,0.0001538922,0.000901288,0.0008218444,0.02447199,0.3521264,0.001450498,0.001087196,0.5943875],"study_design_scores_gemma":[0.00009881217,0.001947156,0.3031629,0.0001105969,0.0002534358,0.00744917,0.0004525585,0.3058107,0.3630105,0.00973283,0.007817224,0.0001541227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5799292,0.00208712,0.4141316,0.0005573763,0.0001606801,0.00008733249,0.0001798419,0.0007997958,0.002067018],"genre_scores_gemma":[0.9125016,0.0006714514,0.08447752,0.0002172448,0.00008625748,0.00004096626,0.0002149322,0.0001165232,0.001673499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001906871,"threshold_uncertainty_score":0.01008463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086973807","doi":"10.1016/j.jelekin.2005.07.003","title":"Elimination of electrocardiogram contamination from electromyogram signals: An evaluation of currently used removal techniques","year":2005,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":397,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"AUTO21 Network of Centres of Excellence; Canadian Institutes of Health Research; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Subtraction; Electromyography; Butterworth filter; Biomedical engineering; Filter (signal processing); Mathematics; High-pass filter; Computer science; Low-pass filter; Medicine; Computer vision; Physical medicine and rehabilitation","authors":[{"name":"Janessa D.M. Drake","is_ca":true},{"name":"Jack P. Callaghan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181497930356226,"gpt":0.270570237047144,"spread":0.2524204440115214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004651843,0.0009538052,0.001076574,0.001123879,0.0003952374,0.0005398245,0.001108017,0.0008734663,0.001553937],"category_scores_gemma":[0.01164151,0.0003058868,0.0006284207,0.0005390833,0.0006002832,0.001169763,0.0005358559,0.0006664736,0.0004069446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581877,"about_ca_system_score_gemma":0.0004085703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003851132,"about_ca_topic_score_gemma":0.001144629,"domain_scores_codex":[0.9973657,0.0008608736,0.0003805747,0.0002906789,0.0009824513,0.0001198286],"domain_scores_gemma":[0.9862171,0.009057471,0.001295074,0.0009116306,0.002236408,0.000282217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01726222,0.002218885,0.02647234,0.003219935,0.0005904355,0.0006155507,0.0007847587,0.001063344,0.2005567,0.0002882394,0.0005584573,0.7463692],"study_design_scores_gemma":[0.003734235,0.1114436,0.3337644,0.001441204,0.00662274,0.0218435,0.001553758,0.02602748,0.4656415,0.0006866102,0.0268902,0.000350741],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8007591,0.03563878,0.1589234,0.0005573119,0.0004060472,0.0005486926,0.0001664074,0.0005053535,0.002494773],"genre_scores_gemma":[0.7899528,0.01834313,0.1875215,0.0004760491,0.000587554,0.0002637219,0.0002866392,0.0003142231,0.002254343],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004651843,"threshold_uncertainty_score":0.02460158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992377858","doi":"10.1097/00003677-200107000-00004","title":"Sex Differences in Human Skeletal Muscle Fatigue","year":2001,"lang":"en","type":"review","venue":"Exercise and Sport Sciences Reviews","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":396,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Muscle fatigue; Skeletal muscle; Muscle mass; Medicine; Internal medicine; Biology; Physical medicine and rehabilitation; Electromyography","authors":[{"name":"Audrey L. Hicks","is_ca":true},{"name":"Jane A. Kent‐Braun","is_ca":false},{"name":"David S. Ditor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08037386219920188,"gpt":0.3229313686961302,"spread":0.2425575064969283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000628264,0.0005729585,0.001270629,0.001237055,0.0001682151,0.0005551195,0.000472139,0.0008615628,0.003895333],"category_scores_gemma":[0.0008048387,0.0002232566,0.0005155003,0.001198531,0.000288077,0.0005531075,0.0003430342,0.0003572593,0.001547638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508156,"about_ca_system_score_gemma":0.0004710439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232786,"about_ca_topic_score_gemma":0.00185691,"domain_scores_codex":[0.9996901,0.0000597392,0.00004869925,0.00007496855,0.0001058301,0.00002064819],"domain_scores_gemma":[0.9997533,0.0001017148,0.00006893525,0.000008538494,0.00005554051,0.00001199724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001794242,0.00005036376,0.001540479,0.01294429,0.0001987891,0.0002787141,0.00009015961,0.0001166018,0.001621134,0.0005001001,0.007361646,0.9751184],"study_design_scores_gemma":[0.0001707933,0.001829247,0.06457112,0.01280434,0.00143233,0.020722,0.0005639168,0.0001279776,0.003617075,0.004277842,0.8898053,0.00007817325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003593477,0.9990982,0.00004019009,0.00007330612,0.00004393569,0.000002188381,0.00001151878,0.000001708374,0.0003696349],"genre_scores_gemma":[0.003179629,0.9960018,0.00005955655,0.00009501829,0.00007993616,0.000006427165,0.00003028109,6.226253e-7,0.0005466655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003895333,"threshold_uncertainty_score":0.01303124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141318231","doi":"10.1016/j.gaitpost.2014.03.189","title":"Quantified self and human movement: A review on the clinical impact of wearable sensing and feedback for gait analysis and intervention","year":2014,"lang":"en","type":"review","venue":"Gait & Posture","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":394,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Wearable computer; Physical medicine and rehabilitation; Gait; Wearable technology; Computer science; Accelerometer; Inertial measurement unit; Gait analysis; Medicine; Human–computer interaction; Artificial intelligence","authors":[{"name":"Pete B. Shull","is_ca":false},{"name":"Wisit Jirattigalachote","is_ca":false},{"name":"Michael A. Hunt","is_ca":true},{"name":"Mark R. Cutkosky","is_ca":false},{"name":"Scott L. Delp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04240044600780264,"gpt":0.3608001397025967,"spread":0.318399693694794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636378,0.001352301,0.004284254,0.003629961,0.0002311165,0.001678676,0.001419642,0.001543988,0.00359946],"category_scores_gemma":[0.005414588,0.0004778161,0.00189231,0.003124289,0.0008100423,0.00138538,0.0009669118,0.0009530617,0.0007486716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485998,"about_ca_system_score_gemma":0.001652615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815405,"about_ca_topic_score_gemma":0.003178861,"domain_scores_codex":[0.9986995,0.0002991311,0.0003210932,0.0002469884,0.0003928751,0.0000402832],"domain_scores_gemma":[0.9956359,0.003383509,0.0003978378,0.00008559456,0.0004528294,0.00004432993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002763885,0.0001305901,0.0006028587,0.1240837,0.0008696204,0.0001032946,0.0000892705,0.0002624096,0.001479242,0.0009258637,0.004782789,0.8663939],"study_design_scores_gemma":[0.0003661055,0.001965703,0.02309454,0.2315576,0.01158593,0.004746773,0.0009751776,0.001017422,0.004711358,0.005430288,0.7142004,0.0003486186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002077929,0.9992393,0.000172548,0.00008007701,0.00007292666,0.000008315576,0.00003300009,0.000002991504,0.0001830591],"genre_scores_gemma":[0.002274561,0.9966971,0.0005592366,0.0001488511,0.0001123286,0.00002044698,0.00004285248,0.000002964385,0.0001416765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004284254,"threshold_uncertainty_score":0.01394266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147641365","doi":"10.1109/86.867872","title":"Fuzzy EMG classification for prosthesis control","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Rehabilitation Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":376,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Initialization; Fuzzy logic; Artificial intelligence; Fuzzy control system; Overtraining; Artificial neural network; Pattern recognition (psychology); Reliability (semiconductor); Computer science; Engineering; Machine learning","authors":[{"name":"F.H.Y. Chan","is_ca":false},{"name":"Yongsheng Yang","is_ca":false},{"name":"F.K. Lam","is_ca":false},{"name":"Yuan‐Ting Zhang","is_ca":false},{"name":"P.A. Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007593297079361263,"gpt":0.2042275451477338,"spread":0.1966342480683725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000801692,0.0004233293,0.0006335688,0.0009532356,0.0003430374,0.0007211503,0.0006020388,0.0008190782,0.00209918],"category_scores_gemma":[0.00199648,0.0001302542,0.0003885927,0.000622009,0.0003323545,0.0004845395,0.0002535399,0.0004356139,0.0006198797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624409,"about_ca_system_score_gemma":0.0003717786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103186,"about_ca_topic_score_gemma":0.002695622,"domain_scores_codex":[0.9994571,0.00009125953,0.00005024185,0.0001058457,0.0002594194,0.00003616132],"domain_scores_gemma":[0.9995284,0.0001684798,0.00004326304,0.0000556688,0.0001887831,0.00001547151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001912003,0.00008041166,0.001365118,0.0001850775,0.00003855086,0.00006624584,0.00005713505,0.07277038,0.03439007,0.004366767,0.001594387,0.8848948],"study_design_scores_gemma":[0.0000194476,0.0001092542,0.003265299,0.00005740517,0.00002578741,0.0001380463,0.0000357936,0.9723004,0.01327465,0.005001201,0.005743559,0.00002911964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02679856,0.001510868,0.967075,0.0002373811,0.0001410178,0.00006881762,0.00006993068,0.0005888179,0.003509588],"genre_scores_gemma":[0.4985213,0.001124371,0.4942616,0.0001607053,0.0001498876,0.000110763,0.0001812794,0.00006162282,0.005428467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003103186,"threshold_uncertainty_score":0.0070225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587122088","doi":"10.1038/s41551-016-0025","title":"Man/machine interface based on the discharge timings of spinal motor neurons after targeted muscle reinnervation","year":2017,"lang":"en","type":"article","venue":"Nature Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":368,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; European Commission","keywords":"Reinnervation; Interface (matter); Computer science; Motor control; Motor neuron; Spinal cord; Brain–computer interface; Spinal cord injury; Electromyography; Neuroscience; Medicine; Physical medicine and rehabilitation; Psychology","authors":[{"name":"Dario Farina","is_ca":false},{"name":"Ivan Vujaklija","is_ca":false},{"name":"Massimo Sartori","is_ca":false},{"name":"Tamás Kapelner","is_ca":false},{"name":"Francesco Negro","is_ca":false},{"name":"Ning Jiang","is_ca":true},{"name":"Konstantin D. Bergmeister","is_ca":false},{"name":"Arash Andalib","is_ca":false},{"name":"José C. Prı́ncipe","is_ca":false},{"name":"Oskar C. Aszmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005802083042472601,"gpt":0.2194490830475824,"spread":0.2136470000051098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922291,0.0001946765,0.0001406561,0.0002786089,0.00008254359,0.0004048154,0.0002302082,0.0002078314,0.002741235],"category_scores_gemma":[0.001113487,0.00006784526,0.00008459997,0.0002171347,0.0001404223,0.0002838073,0.0001944431,0.0001911491,0.0003538963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009945367,"about_ca_system_score_gemma":0.00008159554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001474135,"about_ca_topic_score_gemma":0.0003356222,"domain_scores_codex":[0.9998734,0.00002687465,0.000008004972,0.00002719185,0.00005149882,0.00001306876],"domain_scores_gemma":[0.9997451,0.0001091951,0.00003785253,0.00001921875,0.00006001625,0.00002855764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001346804,0.0001044523,0.005518867,0.000160212,0.00003791091,0.0002632229,0.0001640187,0.003304596,0.8098019,0.001624248,0.00138248,0.1762914],"study_design_scores_gemma":[0.00009064571,0.001781469,0.1449867,0.00007346337,0.0001787053,0.001633084,0.0002395772,0.2486427,0.5916182,0.003176829,0.007489359,0.00008936122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7610278,0.0009181309,0.2248785,0.0002200891,0.0004877026,0.0001108275,0.0005328216,0.001848199,0.009975864],"genre_scores_gemma":[0.9866708,0.00008490785,0.01191985,0.00003708111,0.00002152044,0.00002239166,0.00005256184,0.00004459215,0.001146179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002741235,"threshold_uncertainty_score":0.009170413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1559505189","doi":"10.1016/s0079-6123(03)43012-4","title":"Generating the walking gait: role of sensory feedback","year":2004,"lang":"en","type":"review","venue":"Progress in brain research","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":361,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Proprioception; Central pattern generator; Afferent; Neuroscience; Digital pattern generator; Sensory system; Computer science; Psychology; Communication; Rhythm; Physics; Telecommunications","authors":[{"name":"K. G. Pearson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07843260681230653,"gpt":0.3842397089210973,"spread":0.3058071021087908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197418,0.00133294,0.002048431,0.002226434,0.0002647768,0.001485008,0.001336827,0.001726125,0.002376997],"category_scores_gemma":[0.0009380316,0.000397087,0.0005126128,0.002467887,0.001004738,0.001641001,0.0005508796,0.001161929,0.001760722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821994,"about_ca_system_score_gemma":0.000948709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285365,"about_ca_topic_score_gemma":0.001807972,"domain_scores_codex":[0.9997647,0.00003029833,0.00003886757,0.0000767825,0.00007514015,0.00001422025],"domain_scores_gemma":[0.9993615,0.0003985954,0.00007871234,0.00002103349,0.000113557,0.0000266266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108391,0.00009630886,0.0002392098,0.01057845,0.00009963696,0.0002060332,0.00003635378,0.0004765044,0.003915451,0.00170488,0.003998811,0.9785399],"study_design_scores_gemma":[0.0001147618,0.0006216681,0.007436634,0.006824789,0.0004511109,0.006144744,0.0003232715,0.000958875,0.007276074,0.01164712,0.9580832,0.000117962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003225345,0.9974565,0.0009052702,0.000183724,0.000129036,0.00000570204,0.0000165292,0.00001138889,0.0009692613],"genre_scores_gemma":[0.00199518,0.9961158,0.0009372337,0.000131672,0.0001893756,0.00001093593,0.00003139383,0.000002666453,0.0005857668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002376997,"threshold_uncertainty_score":0.007951856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084223998","doi":"10.1016/s1050-6411(00)00030-4","title":"Intensity analysis in time-frequency space of surface myoelectric signals by wavelets of specified resolution","year":2000,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":356,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Time–frequency analysis; Intensity (physics); SIGNAL (programming language); Wavelet; Frequency analysis; Computer science; Instantaneous phase; Signal processing; Acoustics; Spectral density; Power (physics); Filter (signal processing); Mathematics; Artificial intelligence; Algorithm; Computer vision; Telecommunications; Physics; Optics","authors":[{"name":"Vinzenz von Tscharner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005187921666688365,"gpt":0.1941724184465717,"spread":0.1889844967798833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007014287,0.0003133385,0.0002342948,0.0004999039,0.0001477571,0.0005241447,0.0002820413,0.0003291674,0.00122318],"category_scores_gemma":[0.002228524,0.0001352167,0.0003605761,0.000946732,0.0003455461,0.0005888739,0.0003574217,0.0005997713,0.0003664311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126592,"about_ca_system_score_gemma":0.0002171863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203731,"about_ca_topic_score_gemma":0.0002444119,"domain_scores_codex":[0.9998505,0.00004405066,0.00001088299,0.00002368262,0.00004823382,0.00002265344],"domain_scores_gemma":[0.9994254,0.0002858333,0.00004934998,0.00007599493,0.0001262567,0.00003719104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008488841,0.0001161489,0.001955978,0.0003475947,0.00005836101,0.0002286498,0.000416427,0.02196088,0.5675191,0.02793732,0.0008880201,0.3777225],"study_design_scores_gemma":[0.00006916965,0.0005745803,0.02345233,0.0000853478,0.0001327729,0.0009251112,0.0002514089,0.806568,0.141612,0.01984701,0.006412087,0.00007013038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1176316,0.0002811137,0.8807201,0.00009490957,0.00003586496,0.00003381563,0.00007557965,0.000120969,0.00100602],"genre_scores_gemma":[0.6118811,0.001238042,0.3840691,0.00003921132,0.00009675747,0.00009098231,0.0002758791,0.0001735942,0.002135291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00122318,"threshold_uncertainty_score":0.004091918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116382217","doi":"10.1002/mus.20276","title":"Motor unit number estimates in the tibialis anterior muscle of young, old, and very old men","year":2005,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":346,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; St Joseph's Health Centre; Western University","funders":"","keywords":"Tibialis anterior muscle; Motor unit; Physical medicine and rehabilitation; Medicine; Anatomy; Skeletal muscle","authors":[{"name":"Chris J. McNeil","is_ca":true},{"name":"Timothy J. Doherty","is_ca":true},{"name":"Daniel W. Stashuk","is_ca":true},{"name":"Charles L. Rice","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01137002638111937,"gpt":0.2292624205858184,"spread":0.217892394204699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004595989,0.0002234764,0.0002941371,0.00116744,0.0001398566,0.0002700434,0.0001498977,0.0002155814,0.0006663625],"category_scores_gemma":[0.00173936,0.0001345575,0.0001898034,0.0003024297,0.0001671506,0.0002999573,0.0002520704,0.0001220174,0.0002206339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007216558,"about_ca_system_score_gemma":0.00004388368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008297228,"about_ca_topic_score_gemma":0.001292501,"domain_scores_codex":[0.9998573,0.0000255732,0.00002469765,0.00003805119,0.00003700209,0.00001742401],"domain_scores_gemma":[0.9992734,0.0002304354,0.0002364149,0.00005784844,0.0000970948,0.0001048472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023099,0.00003803068,0.9664561,0.00006037997,0.0001490588,0.0001585601,0.0004247514,0.0002808817,0.01233486,0.00004568803,0.00008388791,0.01894468],"study_design_scores_gemma":[0.000007306425,0.0002548225,0.9979518,0.000005575839,0.00002866349,0.0003525163,0.0001509981,0.0003044888,0.0007605393,0.00003352341,0.0001444788,0.000005412597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99911,0.0003759798,0.0003096865,0.000002625955,0.000001973944,0.00000210079,0.00006362767,0.000003255484,0.0001306359],"genre_scores_gemma":[0.9990304,0.000125494,0.0004320227,0.000005877312,0.000006022216,0.000005725783,0.0001959413,0.000001795199,0.0001967294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116744,"threshold_uncertainty_score":0.002430618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149250980","doi":"10.1109/tbme.2004.836492","title":"Continuous Myoelectric Control for Powered Prostheses Using Hidden Markov Models","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":342,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Carleton University","funders":"","keywords":"Hidden Markov model; Computer science; Classifier (UML); Pattern recognition (psychology); Artificial intelligence; Speech recognition; Perceptron; Segmentation; Artificial neural network; Machine learning","authors":[{"name":"Adrian D. C. Chan","is_ca":true},{"name":"Kevin Englehart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01150323259009155,"gpt":0.2106339861389004,"spread":0.1991307535488089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708244,0.0003102059,0.0003687299,0.0001699831,0.0001896802,0.000539053,0.0003849565,0.0003667395,0.001085588],"category_scores_gemma":[0.001602433,0.0002253076,0.0003534248,0.0001344595,0.0003674757,0.0004814817,0.000307604,0.0005557641,0.0002122044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068236,"about_ca_system_score_gemma":0.0003854555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003267423,"about_ca_topic_score_gemma":0.004035777,"domain_scores_codex":[0.9997799,0.0000757325,0.00001244219,0.00003375223,0.00007613521,0.00002203597],"domain_scores_gemma":[0.9993454,0.000509484,0.00004606517,0.00003248461,0.00005409887,0.00001252756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002000337,0.00007945805,0.0008915546,0.0001351227,0.00005340124,0.0001091337,0.0001746223,0.848178,0.01556697,0.01593884,0.0005599245,0.1181129],"study_design_scores_gemma":[0.00000492775,0.00002484604,0.0001255679,0.000004267737,0.000003807929,0.00000674751,0.000003129241,0.9967693,0.0008163312,0.002009385,0.0002285508,0.000003269184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03222945,0.0005174922,0.9652483,0.0001397907,0.00003173648,0.00002749802,0.00002873393,0.0005045634,0.001272387],"genre_scores_gemma":[0.9220098,0.0004356771,0.0750628,0.00004736951,0.00003276484,0.00008598928,0.00005878024,0.00003701793,0.002229925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003267423,"threshold_uncertainty_score":0.006496847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084040901","doi":"10.1109/mcs.2007.914689","title":"Functional Electrical Stimulation","year":2008,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":333,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Functional electrical stimulation; Spinal cord injury; Rehabilitation; Physical medicine and rehabilitation; Stimulation; Rehabilitation engineering; Computer science; Medicine; Control engineering; Spinal cord; Engineering; Neuroscience; Physical therapy; Psychology","authors":[{"name":"Cheryl L. Lynch","is_ca":true},{"name":"Miloš R. Popović","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01686749690608198,"gpt":0.1965655351279383,"spread":0.1796980382218563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006151836,0.0004847774,0.0002621698,0.0002775098,0.0002291313,0.000361603,0.00034891,0.0007018985,0.01337465],"category_scores_gemma":[0.001660958,0.00008047692,0.0002088224,0.0001730085,0.0004812823,0.0004274014,0.0003771977,0.0004610986,0.001741134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647704,"about_ca_system_score_gemma":0.0003626295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004702783,"about_ca_topic_score_gemma":0.0005280899,"domain_scores_codex":[0.999606,0.00008370406,0.00003833085,0.00004860579,0.0001747258,0.00004863997],"domain_scores_gemma":[0.9995384,0.0002305444,0.00002628839,0.00005945791,0.0001015444,0.00004371217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003410425,0.00141494,0.002588045,0.001970556,0.0000869986,0.0008201132,0.0002118595,0.003143959,0.5364314,0.006937921,0.01091183,0.432072],"study_design_scores_gemma":[0.001263623,0.04227261,0.0935069,0.001357077,0.0002050472,0.0161981,0.0008375799,0.01681061,0.5407426,0.0217866,0.2648157,0.000203655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5425964,0.01474772,0.267011,0.003781932,0.003126254,0.004154485,0.004318641,0.002714981,0.1575485],"genre_scores_gemma":[0.9524318,0.003022216,0.01842546,0.002008319,0.0002401885,0.00199194,0.0008788066,0.0001260932,0.02087525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337465,"threshold_uncertainty_score":0.0447427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804301333","doi":"10.3390/s18051615","title":"Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":333,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Wearable computer; Computer science; Feature extraction; Electromyography; Pattern recognition (psychology); Bandwidth (computing); Feature selection; Artificial intelligence; Wearable technology; Speech recognition; Physical medicine and rehabilitation; Medicine; Telecommunications; Embedded system","authors":[{"name":"Angkoon Phinyomark","is_ca":true},{"name":"Rami N. Khushaba","is_ca":false},{"name":"Erik Scheme","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006806696876876803,"gpt":0.2208268759069899,"spread":0.2140201790301131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004819448,0.0006334571,0.0007468815,0.0007793498,0.0001674149,0.0003341247,0.0003727082,0.0003810705,0.001112562],"category_scores_gemma":[0.001830507,0.0001262651,0.0004501819,0.0005597947,0.0001396538,0.0002975897,0.0003220058,0.0003047992,0.0003707379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296159,"about_ca_system_score_gemma":0.0002120578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009490634,"about_ca_topic_score_gemma":0.001477219,"domain_scores_codex":[0.999645,0.00005891704,0.00003639375,0.00009628904,0.0001210185,0.00004235367],"domain_scores_gemma":[0.9995733,0.0001918815,0.00005616264,0.00003318352,0.0001211874,0.00002429037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009439994,0.0004458055,0.009456321,0.0002380911,0.0001386116,0.0002404313,0.00008438661,0.01056006,0.17913,0.0002037935,0.002275072,0.7962835],"study_design_scores_gemma":[0.0002591683,0.001789773,0.1714212,0.0001092663,0.0003533308,0.001244993,0.0002680442,0.6575226,0.1597587,0.0008734044,0.006268511,0.0001310571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558574,0.002341617,0.4349791,0.0002079742,0.0001354984,0.0002324366,0.0005417042,0.001679798,0.00130785],"genre_scores_gemma":[0.8871788,0.0004477451,0.1101534,0.00005643419,0.00005719474,0.0002128919,0.0007850494,0.00004256721,0.001065937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001112562,"threshold_uncertainty_score":0.003721833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967310529","doi":"10.1016/s0166-4328(01)00199-1","title":"Sensitivity of cortical movement representations to motor experience: evidence that skill learning but not strength training induces cortical reorganization","year":2001,"lang":"en","type":"article","venue":"Behavioural Brain Research","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":316,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Forelimb; Motor cortex; Neuroscience; Wrist; Motor control; Stimulation; Psychology; Cortex (anatomy); Somatosensory system; Anatomy; Physical medicine and rehabilitation; Biology; Medicine","authors":[{"name":"Michael S. Remple","is_ca":true},{"name":"Rochelle Bruneau","is_ca":true},{"name":"Penny M. VandenBerg","is_ca":true},{"name":"Crystal D. Goertzen","is_ca":true},{"name":"Jeffrey A. Kleim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1633931139094524,"gpt":0.3837990204144341,"spread":0.2204059065049817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004122417,0.0002995247,0.0004562444,0.0004363161,0.0001479631,0.0004514933,0.0003538217,0.0004604729,0.003297899],"category_scores_gemma":[0.003285888,0.0004123177,0.0002263295,0.0003007006,0.001019127,0.0004233364,0.0005117042,0.0007728994,0.0002792466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747467,"about_ca_system_score_gemma":0.000197154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006654587,"about_ca_topic_score_gemma":0.0004665113,"domain_scores_codex":[0.9996843,0.00004474042,0.00001748698,0.0001026764,0.00009690297,0.00005387731],"domain_scores_gemma":[0.9979716,0.001059615,0.0004221973,0.0002879951,0.00007197097,0.0001866532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001440784,0.0002866179,0.005079918,0.0001995568,0.0001234866,0.0001532763,0.0001837686,0.0004524592,0.9663688,0.0003343613,0.0001522662,0.02522466],"study_design_scores_gemma":[0.00008607003,0.001367424,0.911895,0.00002552145,0.00008250249,0.0008387996,0.0001302145,0.0008052204,0.08290972,0.001243234,0.0005953916,0.00002083056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936199,0.0006652093,0.002774092,0.0001014615,0.00002949608,0.00002620221,0.00009104116,0.00004481072,0.002647785],"genre_scores_gemma":[0.9976358,0.0004911834,0.0005994844,0.00009465696,0.00002179796,0.0000485161,0.00008349593,0.00002841754,0.0009965996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003297899,"threshold_uncertainty_score":0.01103258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995828515","doi":"10.1016/j.jelekin.2009.03.010","title":"MVC techniques to normalize trunk muscle EMG in healthy women","year":2009,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":309,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo; McGill University","keywords":"Isometric exercise; Medicine; Electromyography; Trunk; Pelvis; Physical medicine and rehabilitation; Anatomy; Abdominal muscles; Physical therapy","authors":[{"name":"Francisco J. Vera-García","is_ca":false},{"name":"Janice M. Moreside","is_ca":true},{"name":"Stuart M. McGill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006127948243818765,"gpt":0.229258260830706,"spread":0.2231303125868872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004442745,0.000222523,0.0002585289,0.0003799208,0.0001889455,0.0001784778,0.0002077953,0.0003044278,0.002000575],"category_scores_gemma":[0.00209226,0.0001054824,0.000131139,0.0003214089,0.0001655191,0.0002019786,0.0001372729,0.0002240627,0.0003284467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010055,"about_ca_system_score_gemma":0.0002561873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198653,"about_ca_topic_score_gemma":0.002722601,"domain_scores_codex":[0.9998216,0.00005550841,0.00001672315,0.0000404548,0.00004214448,0.00002359958],"domain_scores_gemma":[0.9997717,0.0001060962,0.00001670171,0.00002583692,0.00006221431,0.00001751035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005747925,0.0009747686,0.04285566,0.0005596083,0.0001526513,0.0007924646,0.0009106575,0.0007164068,0.22583,0.0008465408,0.002575261,0.718038],"study_design_scores_gemma":[0.0004915227,0.006242749,0.900647,0.0001527153,0.0002963772,0.005668419,0.0007830072,0.00586409,0.06567576,0.0009062999,0.01323621,0.00003584056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686447,0.005731017,0.01897496,0.000355778,0.0002549494,0.0002090826,0.0004186329,0.0001694378,0.005241417],"genre_scores_gemma":[0.9872984,0.001535228,0.007906103,0.0001545267,0.0001142955,0.0001327795,0.0001940143,0.00007235762,0.002592338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002000575,"threshold_uncertainty_score":0.006692588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053133492","doi":"10.1523/jneurosci.0968-07.2007","title":"Endpoint Stiffness of the Arm Is Directionally Tuned to Instability in the Environment","year":2007,"lang":"en","type":"article","venue":"Journal of Neuroscience","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Information and Communications Technology; Iran Telecommunication Research Center","keywords":"Stiffness; Instability; Control theory (sociology); Coactivation; Impedance control; Controller (irrigation); Electrical impedance; Motor control; Computer science; Physics; Control (management); Neuroscience; Psychology; Mechanics; Electromyography; Biology; Artificial intelligence","authors":[{"name":"David W. Franklin","is_ca":false},{"name":"Gary Liaw","is_ca":false},{"name":"Theodore E. Milner","is_ca":true},{"name":"Rieko Osu","is_ca":false},{"name":"Etienne Burdet","is_ca":false},{"name":"Mitsuo Kawato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725213291752029,"gpt":0.2310352613808621,"spread":0.2137831284633418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001901386,0.0002648373,0.0001595266,0.000184549,0.0001212111,0.0002691505,0.00009908193,0.0002053162,0.0009229933],"category_scores_gemma":[0.001603025,0.0001948691,0.00009619474,0.00006886065,0.0002685986,0.0001995407,0.0003368566,0.0001769588,0.0002136173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007033102,"about_ca_system_score_gemma":0.0001021894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004315832,"about_ca_topic_score_gemma":0.0007014487,"domain_scores_codex":[0.9998873,0.0000234111,0.000009588079,0.00003020205,0.00003304074,0.00001653346],"domain_scores_gemma":[0.9996225,0.0001494177,0.0000908471,0.00004228439,0.00005566581,0.00003937393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001835106,0.00001839717,0.004717587,0.00003386992,0.000011117,0.00008757493,0.0001124547,0.0008005741,0.9854217,0.00007017791,0.00002586982,0.008517164],"study_design_scores_gemma":[0.00005043934,0.001381967,0.7787006,0.00004082077,0.00006622347,0.001194602,0.0002517884,0.01312465,0.20248,0.001273242,0.001389058,0.0000467016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904801,0.00008171736,0.008195181,0.00002104283,0.000003377114,0.000009027075,0.00002536771,0.00003267085,0.001151411],"genre_scores_gemma":[0.9980735,0.00006109525,0.001405196,0.00001083759,0.000002151,0.000007263773,0.00002701945,0.000007146706,0.0004058968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009229933,"threshold_uncertainty_score":0.003087759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983131173","doi":"10.1016/j.rehab.2011.01.001","title":"Neuromuscular fatigue in healthy muscle: Underlying factors and adaptation mechanisms","year":2011,"lang":"en","type":"review","venue":"Annals of Physical and Rehabilitation Medicine","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":306,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Muscle fatigue; Neuroscience; Medicine; Neuromuscular junction; Peripheral; Physical medicine and rehabilitation; Muscle contraction; Psychology; Electromyography; Internal medicine","authors":[{"name":"Sébastien Boyas","is_ca":true},{"name":"Arnaud Guével","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1511026661835075,"gpt":0.3582673968532372,"spread":0.2071647306697296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000625572,0.0008856648,0.001858685,0.002093511,0.0001720161,0.0008213334,0.0007497815,0.0008781311,0.001698524],"category_scores_gemma":[0.0008816285,0.0002540457,0.0007152008,0.001811197,0.0004574012,0.001072874,0.0005209754,0.0006360378,0.0004999228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705145,"about_ca_system_score_gemma":0.0008414849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112819,"about_ca_topic_score_gemma":0.002466598,"domain_scores_codex":[0.9997854,0.00002656737,0.00005016957,0.00006385239,0.00006157776,0.00001242274],"domain_scores_gemma":[0.9995517,0.0002662298,0.00009713575,0.000008333962,0.00006290484,0.0000136928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002236534,0.0001201315,0.001910041,0.04111777,0.0004383984,0.0004149367,0.00008108736,0.0003275874,0.002603168,0.0007021071,0.003758738,0.9483023],"study_design_scores_gemma":[0.0003262416,0.001954944,0.104278,0.05138461,0.006614777,0.02100149,0.001428433,0.0014306,0.004539178,0.009127413,0.797642,0.0002723052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004522908,0.9991346,0.0001009532,0.00007242045,0.00003602947,0.000003281848,0.00001380727,0.000001731353,0.0001847748],"genre_scores_gemma":[0.0024107,0.9970286,0.000196112,0.00007131023,0.000107544,0.000005964989,0.00002259929,4.974534e-7,0.000156698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002093511,"threshold_uncertainty_score":0.005682111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987890863","doi":"10.1007/s002210000534","title":"Intrinsic and reflex contributions to human ankle stiffness: variation with activation level and position","year":2000,"lang":"en","type":"article","venue":"Experimental Brain Research","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":305,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Reflex; Stretch reflex; Ankle; Stiffness; Mechanics; Physics; Physical medicine and rehabilitation; Chemistry; Anatomy; Psychology; Medicine; Neuroscience","authors":[{"name":"M.M. Mirbagheri","is_ca":true},{"name":"H. Barbeau","is_ca":true},{"name":"Robert E. Kearney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04095222636338233,"gpt":0.3597614639321633,"spread":0.318809237568781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004767269,0.0003117818,0.0002568323,0.0004384502,0.0001769831,0.0003715432,0.0001822828,0.0002533735,0.002134498],"category_scores_gemma":[0.004512037,0.000302635,0.0001663105,0.0003993937,0.0004326263,0.0003871927,0.0002983334,0.0002865485,0.0003373451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000923555,"about_ca_system_score_gemma":0.0001203819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004788705,"about_ca_topic_score_gemma":0.001003467,"domain_scores_codex":[0.9996865,0.00009630912,0.00003232089,0.00007628493,0.00007355599,0.00003510708],"domain_scores_gemma":[0.9973099,0.001852816,0.0002949278,0.0002179555,0.0002039605,0.0001204014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004678804,0.0004133102,0.06967247,0.0004732383,0.0002877033,0.0002968105,0.0009270099,0.00178382,0.8584515,0.0004155866,0.000148769,0.06245102],"study_design_scores_gemma":[0.00004944317,0.0009182802,0.9643997,0.00001533292,0.0001008427,0.001095022,0.0001522152,0.003452867,0.02921591,0.000284285,0.0002939807,0.0000221454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953868,0.0003654704,0.003481287,0.00001442643,0.000005558553,0.00001492839,0.0001191039,0.00002013617,0.000592312],"genre_scores_gemma":[0.9979191,0.0002262533,0.001204186,0.00001128213,0.00001503354,0.00002077898,0.000114084,0.00002094015,0.000468387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002134498,"threshold_uncertainty_score":0.007140636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042992073","doi":"10.1242/jeb.01408","title":"Mechanics and energetics of swinging the human leg","year":2005,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":299,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"STRIDE; Work (physics); Energetics; Pendulum; Swing; Leg muscle; Metabolic rate; Amplitude; Power (physics); Mechanical energy; Physics; Energy cost; Mechanics; Metabolic cost; Mathematics; Control theory (sociology); Computer science; Physical medicine and rehabilitation; Acoustics; Economics; Biology; Thermodynamics; Medicine","authors":[{"name":"Jiro Doke","is_ca":false},{"name":"J. Maxwell Donelan","is_ca":true},{"name":"Arthur D. Kuo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01280824967285431,"gpt":0.2588169122871628,"spread":0.2460086626143085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052206,0.0002185607,0.0001872116,0.0005265046,0.0001825635,0.0003855345,0.0001972832,0.0002655319,0.001347272],"category_scores_gemma":[0.0009816693,0.0002657135,0.0001513649,0.0003527968,0.0003120379,0.0003923061,0.0002551866,0.0001422592,0.0003243143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145744,"about_ca_system_score_gemma":0.00006286042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922431,"about_ca_topic_score_gemma":0.0005797357,"domain_scores_codex":[0.99989,0.00003366407,0.000008633998,0.00002949373,0.00002809465,0.00001013751],"domain_scores_gemma":[0.9998074,0.00008022927,0.00004868147,0.00001561799,0.00002547213,0.00002257577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000764237,0.0001084512,0.12279,0.0004680722,0.0001546285,0.0006127982,0.0004295639,0.01310684,0.7703057,0.002357848,0.0003139559,0.08858795],"study_design_scores_gemma":[0.0000560768,0.001457352,0.9138627,0.00005999799,0.00008881939,0.002614384,0.0002748489,0.04251783,0.02973524,0.006559286,0.002704172,0.00006935016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911179,0.0007312666,0.006541711,0.00005572608,0.0000089662,0.00001864587,0.0001828825,0.00002288715,0.001319933],"genre_scores_gemma":[0.9973037,0.0002605497,0.001933314,0.00001300134,0.00001065337,0.00001312043,0.0001210143,0.000009692982,0.0003347537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347272,"threshold_uncertainty_score":0.004507065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2247393699","doi":"10.1152/jappl.2001.91.3.1341","title":"Normalized force, activation, and coactivation in the arm muscles of young and old men","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":290,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Lawson Health Research Institute","funders":"","keywords":"Coactivation; Isometric exercise; Electromyography; Medicine; Internal medicine; Muscle hypertrophy; Cardiology; Physical medicine and rehabilitation","authors":[{"name":"Cliff S. Klein","is_ca":true},{"name":"Charles L. Rice","is_ca":true},{"name":"Greg D. Marsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007275435613071034,"gpt":0.2071604027148935,"spread":0.1998849671018225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183077,0.000355156,0.0003206533,0.0008111738,0.0001875709,0.000263828,0.0001168793,0.0002424167,0.0007603811],"category_scores_gemma":[0.001266077,0.0001961671,0.0001795437,0.0002628782,0.0002517922,0.0002947137,0.0002320353,0.0001301931,0.0002250262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268612,"about_ca_system_score_gemma":0.00008545946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118625,"about_ca_topic_score_gemma":0.002750399,"domain_scores_codex":[0.9998845,0.00001896909,0.00001443831,0.00003257822,0.00002931258,0.00002026068],"domain_scores_gemma":[0.9996412,0.00006849229,0.0001298401,0.00002081867,0.00004491962,0.00009466523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000977832,0.0000866542,0.9690173,0.00006002235,0.0001197816,0.000516504,0.0005246666,0.0001333775,0.01451808,0.00004897298,0.0001074232,0.01388943],"study_design_scores_gemma":[0.000004486813,0.0001510222,0.9992692,0.000002051446,0.00001256424,0.0002072894,0.00005734243,0.00004970152,0.0001648575,0.00001280477,0.00006747838,0.000001378361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992332,0.0004069492,0.00008082379,0.0000059982,0.000004152721,0.000002125907,0.00005918837,0.000002764399,0.000204721],"genre_scores_gemma":[0.999337,0.000141807,0.0001256075,0.00001827566,0.00001162909,0.000004880214,0.0001139884,0.000001694138,0.0002450951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118625,"threshold_uncertainty_score":0.004212618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137742659","doi":"10.1007/s00221-004-1856-7","title":"The scaling of motor noise with muscle strength and motor unit number in humans","year":2004,"lang":"en","type":"article","venue":"Experimental Brain Research","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":289,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Torque; Motor unit; Noise (video); Motor unit recruitment; Coefficient of variation; Muscle contraction; Electromyography; Motor control; Physical medicine and rehabilitation; Physics; Mathematics; Control theory (sociology); Anatomy; Computer science; Neuroscience; Psychology; Medicine; Statistics","authors":[{"name":"Antonia F. de C. Hamilton","is_ca":false},{"name":"Kelvin E. Jones","is_ca":true},{"name":"Daniel M. Wolpert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02972568753162123,"gpt":0.3248340657281665,"spread":0.2951083781965453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005547588,0.0003369392,0.0002420078,0.0005832932,0.000159744,0.0003433887,0.0001926815,0.0005941299,0.001258271],"category_scores_gemma":[0.007427185,0.000346233,0.0001267403,0.0002633337,0.0007522355,0.0004031194,0.0002299799,0.0002806601,0.0003379445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230678,"about_ca_system_score_gemma":0.0001064781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352379,"about_ca_topic_score_gemma":0.001151469,"domain_scores_codex":[0.9996741,0.0001002806,0.00003021365,0.00009946926,0.00007451402,0.0000214497],"domain_scores_gemma":[0.9961809,0.002604375,0.0004999163,0.0002949641,0.0003032071,0.0001166029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005315957,0.0005889972,0.2982422,0.00050702,0.0004801802,0.00145213,0.002145946,0.01356221,0.5585756,0.002500767,0.001229437,0.1153995],"study_design_scores_gemma":[0.00002366132,0.0005118706,0.9857334,0.00001231939,0.00003206886,0.001352391,0.0001066512,0.00484145,0.00568532,0.001271086,0.0004069332,0.00002287259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902951,0.0006514694,0.006593094,0.0001466712,0.00002857652,0.0000208774,0.0001562269,0.00004175686,0.002066384],"genre_scores_gemma":[0.9979264,0.0001779539,0.001246867,0.0000415364,0.00003104534,0.00001677867,0.00007532992,0.00001531169,0.0004688585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001352379,"threshold_uncertainty_score":0.004209399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077458356","doi":"10.1108/01439910310457706","title":"User‐adaptive control of a magnetorheological prosthetic knee","year":2003,"lang":"en","type":"article","venue":"Industrial Robot the international journal of robotics research and application","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":289,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Kinematics; Gait; Prosthesis; Magnetorheological fluid; Computer science; Knee Joint; Adaptive control; Physical medicine and rehabilitation; Knee flexion; Gait analysis; Simulation; Medicine; Engineering; Artificial intelligence; Control (management); Surgery; Physics; Structural engineering","authors":[{"name":"Hugh Herr","is_ca":false},{"name":"Ari Wilkenfeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05860987168088726,"gpt":0.303755164780013,"spread":0.2451452930991257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560763,0.0002851428,0.0001358556,0.0001390387,0.00006410345,0.000238746,0.0004684921,0.0002712032,0.001038702],"category_scores_gemma":[0.000639725,0.000114313,0.0001436167,0.00004960822,0.0001672796,0.0001765183,0.0002281398,0.0001195013,0.0002241161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004708573,"about_ca_system_score_gemma":0.00005715194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002215068,"about_ca_topic_score_gemma":0.0003641765,"domain_scores_codex":[0.9998711,0.00003123762,0.00001279559,0.00002712073,0.00003869919,0.00001897596],"domain_scores_gemma":[0.9997283,0.00009690695,0.00004952629,0.00005058959,0.00004997017,0.00002468876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006619112,0.000222842,0.00230994,0.000209293,0.00004535503,0.0003850759,0.0002035774,0.00654744,0.8327531,0.0005691187,0.0005223921,0.1555699],"study_design_scores_gemma":[0.000602866,0.008032283,0.09373174,0.0001093885,0.0003776559,0.01013043,0.0003060664,0.3345933,0.5213236,0.002620962,0.02785178,0.000319984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.637961,0.0004327964,0.3578491,0.00009430698,0.00006440802,0.0000820675,0.00005498675,0.001202399,0.002259037],"genre_scores_gemma":[0.9705519,0.00006281167,0.02802323,0.00004880287,0.00001266299,0.00003191713,0.00002966326,0.00002003657,0.001219027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001038702,"threshold_uncertainty_score":0.003474772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072860764","doi":"10.1519/1533-4287(2002)016<0416:mfaaus>2.0.co;2","title":"Muscle Force and Activation Under Stable and Unstable Conditions","year":2002,"lang":"en","type":"article","venue":"The Journal of Strength and Conditioning Research","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Isometric exercise; Instability; Plantar flexion; Agonist; Physical medicine and rehabilitation; Mathematics; Medicine; Anatomy; Physical therapy; Internal medicine; Physics; Mechanics; Receptor; Ankle","authors":[{"name":"David G. Behm","is_ca":true},{"name":"Kenneth G. Anderson","is_ca":false},{"name":"ROBERT S. CURNEW","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03522755129194687,"gpt":0.2841600396058913,"spread":0.2489324883139444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328309,0.0003923025,0.0003572088,0.0004843241,0.0003335763,0.0002538619,0.0001361979,0.0003147052,0.002787378],"category_scores_gemma":[0.001042602,0.0001413258,0.0001360771,0.0001728029,0.000370284,0.0002299682,0.0003645897,0.0002150148,0.0003589713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096258,"about_ca_system_score_gemma":0.0001123087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451661,"about_ca_topic_score_gemma":0.001442095,"domain_scores_codex":[0.9996991,0.00006106644,0.0000323688,0.00006816691,0.00007572047,0.00006358334],"domain_scores_gemma":[0.9995448,0.00008925235,0.0001229077,0.00002736687,0.0000974419,0.0001181952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008529444,0.0003970836,0.1964272,0.000223307,0.0001374419,0.001223964,0.001352696,0.000532783,0.7637346,0.0002171167,0.0002029858,0.02702123],"study_design_scores_gemma":[0.00005824114,0.003736842,0.976401,0.00001239134,0.00004392673,0.000989393,0.0004526064,0.0005857206,0.01714275,0.0001344933,0.0004275245,0.00001498682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991105,0.0000862246,0.0004503938,0.000008224209,0.000002410295,0.00000846438,0.00004054325,0.000003993812,0.0002891264],"genre_scores_gemma":[0.9990822,0.00006472508,0.000235631,0.00001450246,0.000009000781,0.00001724173,0.0001525437,0.000004117644,0.0004199364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787378,"threshold_uncertainty_score":0.009324729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066519883","doi":"10.1016/j.bspc.2007.11.005","title":"A training strategy to reduce classification degradation due to electrode displacements in pattern recognition based myoelectric control","year":2008,"lang":"en","type":"article","venue":"Biomedical Signal Processing and Control","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":275,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Classifier (UML); Pattern recognition (psychology); Artificial intelligence; Autoregressive model; Training set; Electrode; Electrode array; Speech recognition; Mathematics; Statistics","authors":[{"name":"Levi J. Hargrove","is_ca":true},{"name":"Kevin Englehart","is_ca":true},{"name":"Bernard Hudgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03402303329662841,"gpt":0.2494141799716853,"spread":0.2153911466750569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352187,0.0005218345,0.000443561,0.0002273063,0.0003291819,0.0003905234,0.0005619145,0.0007446741,0.002262754],"category_scores_gemma":[0.001335136,0.0002350081,0.0002130736,0.000324754,0.0002068143,0.000476607,0.0002673222,0.0005032974,0.0006137985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460605,"about_ca_system_score_gemma":0.0003369353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326482,"about_ca_topic_score_gemma":0.003132503,"domain_scores_codex":[0.9998226,0.00003069789,0.00001767692,0.00005585394,0.00004408468,0.00002913197],"domain_scores_gemma":[0.9995142,0.0001728019,0.00002938266,0.00007480362,0.0001869849,0.00002182056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002042239,0.000276659,0.0005696404,0.00008197835,0.00003474397,0.00009106999,0.00008411471,0.02094136,0.180483,0.00113383,0.001472589,0.7946268],"study_design_scores_gemma":[0.00004187005,0.000329711,0.004043179,0.00001970611,0.00008271909,0.0004218667,0.00004288975,0.857399,0.133688,0.0008472349,0.003063566,0.00002034096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06229229,0.0003448901,0.9339851,0.000181796,0.0001210967,0.00008121306,0.00005018225,0.0009149026,0.002028523],"genre_scores_gemma":[0.6599783,0.000265352,0.3314386,0.0003172395,0.000100302,0.0001625313,0.0002012135,0.000143214,0.00739333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002326482,"threshold_uncertainty_score":0.007569611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2369757288","doi":"10.1242/jeb.205.9.1275","title":"Force enhancement following stretching of skeletal muscle","year":2002,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":270,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Isometric exercise; Chemistry; Passive stretching; Soleus muscle; Anatomy; Stiffness; Skeletal muscle; Materials science; Medicine; Range of motion; Internal medicine; Surgery","authors":[{"name":"Walter Herzog","is_ca":true},{"name":"T.R. Leonard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466042347237883,"gpt":0.2560699709516026,"spread":0.2414095474792237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003534486,0.0003941111,0.0003082881,0.0002902458,0.0001658798,0.0001476486,0.0002384721,0.0002937868,0.001999839],"category_scores_gemma":[0.0006946447,0.0001858029,0.0002629371,0.0001313207,0.0003175936,0.0003173932,0.0004447586,0.0003574803,0.0002196126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351728,"about_ca_system_score_gemma":0.0001214698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005042629,"about_ca_topic_score_gemma":0.0009687431,"domain_scores_codex":[0.9997769,0.0000348086,0.00001622633,0.00004783194,0.00007073089,0.00005363682],"domain_scores_gemma":[0.9995011,0.0001778165,0.00009878611,0.00004318861,0.00008666152,0.00009248519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001893069,0.00002513436,0.0004487587,0.00003464406,0.000004631594,0.00003678256,0.00001863474,0.00003910177,0.9972484,0.000007724593,0.000007891602,0.001939044],"study_design_scores_gemma":[0.00005438362,0.00655437,0.2897482,0.00003091073,0.00004211026,0.0004785332,0.0001263755,0.002122572,0.6997075,0.00009219047,0.001025617,0.0000171472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982368,0.0002830578,0.0009035852,0.00002286354,0.00001266248,0.00002461491,0.00003186676,0.00001341842,0.000471263],"genre_scores_gemma":[0.9967586,0.0002489052,0.001517682,0.00004464003,0.00001813872,0.00003805087,0.0001212661,0.00001021196,0.001242437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999839,"threshold_uncertainty_score":0.006690085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080856657","doi":"10.1007/s00421-011-2087-9","title":"Neuromuscular electrical stimulation: implications of the electrically evoked sensory volley","year":2011,"lang":"en","type":"review","venue":"European Journal of Applied Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":267,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroscience; Stimulation; Sensory system; Medicine; Central nervous system; Neuromuscular transmission; Peripheral; Biology; Anesthesia; Internal medicine","authors":[{"name":"Austin J. Bergquist","is_ca":true},{"name":"J. M. Clair","is_ca":true},{"name":"Olle Lagerquist","is_ca":true},{"name":"Cameron S. Mang","is_ca":true},{"name":"Yoshino Okuma","is_ca":true},{"name":"David F. Collins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03046353889635915,"gpt":0.2445687622877788,"spread":0.2141052233914197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007938773,0.0009470938,0.001666915,0.002471313,0.0002128153,0.001308315,0.001002674,0.001379256,0.002133145],"category_scores_gemma":[0.001343015,0.0002530043,0.0005455106,0.002560514,0.001087127,0.001409393,0.0006731318,0.001241104,0.001129814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725782,"about_ca_system_score_gemma":0.0009402403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000860719,"about_ca_topic_score_gemma":0.00147074,"domain_scores_codex":[0.9997366,0.00004189122,0.00005168216,0.00007762904,0.00007829858,0.00001387073],"domain_scores_gemma":[0.9989266,0.0007698828,0.0001065047,0.00002102319,0.0001434763,0.00003250427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001711035,0.00009195042,0.0005854875,0.02023797,0.0001556177,0.000634581,0.00007965777,0.0002908,0.003219104,0.003971018,0.007382367,0.9631803],"study_design_scores_gemma":[0.0001061376,0.0004316658,0.01226742,0.01401348,0.0006221919,0.01627506,0.0005369333,0.000402473,0.003151998,0.01237109,0.9397107,0.0001108293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001779181,0.9988368,0.0001637718,0.0001645117,0.0001205584,0.000001993447,0.000009376291,0.000002420863,0.0005225588],"genre_scores_gemma":[0.001837589,0.9970107,0.0002874912,0.000193553,0.0002904995,0.000005485514,0.00001611604,0.000001455255,0.0003570876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002471313,"threshold_uncertainty_score":0.007136047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}