{"id":"W1999570527","doi":"10.1115/1.2401185","title":"Electromyography of Superficial and Deep Neck Muscles During Isometric, Voluntary, and Reflex Contractions","year":2006,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Isometric exercise; Electromyography; Anatomy; Physical medicine and rehabilitation; Torso; Neck muscles; Medicine; Reflex; Sternocleidomastoid muscle; Physical therapy; Anesthesia","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":[0.0001194776,0.0001573746,0.0003315681,0.0009253389,0.00005409562,0.00002507766,0.00007025613,0.00008256989,0.000006924421],"category_scores_gemma":[0.00003957293,0.0001522484,0.0001127124,0.0007673214,0.00002644132,0.0002076943,0.00001929331,0.0002457665,6.853173e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236835,"about_ca_system_score_gemma":0.000005923233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000190456,"about_ca_topic_score_gemma":0.000008147428,"domain_scores_codex":[0.9990047,0.000008422129,0.0004709048,0.00009954655,0.0001760223,0.0002403706],"domain_scores_gemma":[0.9995819,0.00009080069,0.00009115197,0.00007066071,0.00007856183,0.0000869082],"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":[0.00003153913,0.00005197824,0.0007604174,0.0001533037,0.0002243412,0.000009103058,0.00004410182,0.0009960814,0.9821837,0.0008473518,0.00004481793,0.0146533],"study_design_scores_gemma":[0.003567223,0.0009891506,0.6445284,0.0002989379,0.0003009309,0.000614821,0.0002509168,0.02681281,0.3172569,0.00109035,0.003345387,0.0009441972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98715,0.003427594,0.00901457,0.00006067758,0.0001742145,0.00006050034,0.000003465539,0.00005914645,0.00004990311],"genre_scores_gemma":[0.9961719,0.001233683,0.002382742,0.000005461491,0.0001781406,0.000002289939,9.227493e-7,0.0000230883,0.000001807764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649268,"threshold_uncertainty_score":0.6208509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003485230800324383,"score_gpt":0.1808902957083963,"score_spread":0.1774050649080719,"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."}}