{"id":"W2081286385","doi":"10.3109/17483107.2010.541323","title":"Mechanomyography as an access pathway: corporeal contraindications","year":2010,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spasticity; Physical medicine and rehabilitation; Medicine; Forehead; Psychology; Physical therapy; Anatomy","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":[0.000222748,0.0001816215,0.0002219524,0.0003161532,0.000248212,0.00004369055,0.0001884477,0.0002461626,0.00007235239],"category_scores_gemma":[0.0003816372,0.0001738283,0.00007494464,0.0007779789,0.00154157,0.0003185086,0.00003892368,0.0003876676,0.000002194641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002955789,"about_ca_system_score_gemma":0.00002004428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836745,"about_ca_topic_score_gemma":0.000405644,"domain_scores_codex":[0.9989702,0.0000446627,0.0002700618,0.0003641452,0.0001119605,0.0002389743],"domain_scores_gemma":[0.9990059,0.0003222383,0.00005977381,0.0003785189,0.0001334694,0.000100072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002325982,0.0003129873,0.6142708,0.00006586067,0.00008498431,4.593885e-7,0.0002428315,0.000006711281,0.008141837,0.2035711,0.0001501741,0.1731289],"study_design_scores_gemma":[0.000311738,0.0002207452,0.9459696,0.000006067781,0.00001428521,0.000004597688,0.0006631797,0.0002269578,0.0007600528,0.04848896,0.003124432,0.0002094044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903663,0.0000288294,0.001544813,0.003370198,0.00019609,0.0004215269,0.00003514114,0.0009468154,0.00309027],"genre_scores_gemma":[0.9972464,0.00001892551,0.002266329,0.00005883744,0.00002955219,0.0003229551,0.00003494141,0.00001689868,0.000005105009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3316988,"threshold_uncertainty_score":0.7088511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007153697669830802,"score_gpt":0.2564054558702175,"score_spread":0.2492517582003867,"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."}}