{"id":"W2125330859","doi":"10.1109/tnsre.2010.2091429","title":"Use of an Experimentally Derived Leadfield in the Peripheral Nerve Pathway Discrimination Problem","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Peripheral nerve; Peripheral; Materials science; Neuroscience; Medicine; Anatomy; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001545836,0.000146345,0.0001370544,0.0001612318,0.0001037081,0.00009633823,0.0001291346,0.00005840436,0.000002781511],"category_scores_gemma":[0.00005442568,0.0001081449,0.00005298986,0.0002737,0.00008161573,0.0007817067,0.000001423174,0.0002987826,3.863576e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001568209,"about_ca_system_score_gemma":0.000007900981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000903075,"about_ca_topic_score_gemma":0.0000321524,"domain_scores_codex":[0.9989316,0.00008562954,0.0002940671,0.000286157,0.0002238772,0.0001786951],"domain_scores_gemma":[0.9991939,0.0004909654,0.00005010427,0.0001924846,0.00001843746,0.0000541084],"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":[0.00001121938,0.00006935343,0.000009783209,0.00005243821,5.796866e-7,0.000003561194,0.001543168,0.162085,0.8347481,0.0004459875,4.858765e-7,0.00103027],"study_design_scores_gemma":[0.0002785425,0.0005665343,0.001762391,0.00006241018,0.00000465988,0.00007338529,0.0007142574,0.4240234,0.5722482,0.000007231191,0.00006524185,0.0001938482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921709,0.000005920222,0.006392702,0.0001618123,0.0007276145,0.0004629365,0.000007881054,0.00005953615,0.00001068729],"genre_scores_gemma":[0.9993824,0.000003996344,0.0004007341,0.00003891482,0.00002250448,0.0001135251,4.607219e-7,0.0000161957,0.00002123964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625,"threshold_uncertainty_score":0.441002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732243142449079,"score_gpt":0.2498742414222657,"score_spread":0.2225518099977749,"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."}}