{"id":"W1556523519","doi":"10.5405/jmbe.828","title":"","year":2011,"lang":"en","type":"article","venue":"Journal of Medical and Biological Engineering","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Stimulation; Biomedical engineering; Medicine; Physical medicine and rehabilitation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009765913,0.0002079494,0.0003930386,0.0001713258,0.00007324012,0.00003180569,0.0007021201,0.0001849235,0.00004186048],"category_scores_gemma":[0.004517853,0.0001187727,0.0001288317,0.0003594329,0.00020955,0.0003787873,0.0002056656,0.0007756348,7.712766e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001158778,"about_ca_system_score_gemma":0.00002558274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002973766,"about_ca_topic_score_gemma":1.277102e-7,"domain_scores_codex":[0.9976828,0.0000601556,0.0006544204,0.0002719649,0.0008857903,0.0004448862],"domain_scores_gemma":[0.9984419,0.0005029109,0.0001630801,0.00009300051,0.00003043689,0.000768663],"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":[0.00008961732,0.0001316872,0.001150163,0.0000240366,0.00000452215,0.002631871,0.00019298,0.00006565877,0.9822161,0.005678792,0.000003410432,0.007811119],"study_design_scores_gemma":[0.001388804,0.002271907,0.02806645,0.0002289855,0.00001258297,0.01305794,0.00007838143,0.01128902,0.9418841,0.0004141308,0.0009066972,0.0004009918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940284,0.0001781713,0.004326383,0.0007771624,0.0005493878,0.00005269144,6.47709e-7,0.00005746302,0.00002962269],"genre_scores_gemma":[0.9964226,0.001688806,0.0005793259,0.001084484,0.0002119305,0.000001860256,2.977188e-8,0.000008568844,0.000002398034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04033203,"threshold_uncertainty_score":0.5408619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179003413389049,"score_gpt":0.2544268683211096,"score_spread":0.1365265269822047,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}