{"id":"W2151516848","doi":"10.1002/mus.23693","title":"Quantitative ultrasonography of facial muscles","year":2012,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Facial muscles; Orbicularis oculi muscle; Medicine; Facial nerve; Anatomy; Orbicularis oris muscle; Electromyography; Ultrasonography; Ultrasound; Physical medicine and rehabilitation; Surgery; Radiology; Upper lip","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":[0.0002614813,0.000144485,0.000346185,0.0002349202,0.0000770537,0.000009438675,0.00008174198,0.00008684151,0.0003793051],"category_scores_gemma":[0.00009071203,0.000107143,0.0003247666,0.0004881695,0.0001560769,0.0001436824,0.00003104671,0.0001358528,0.0001381869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002466328,"about_ca_system_score_gemma":0.00003266654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000233463,"about_ca_topic_score_gemma":0.00001892938,"domain_scores_codex":[0.99874,0.00007921586,0.0002509321,0.0001653832,0.0003601188,0.0004043383],"domain_scores_gemma":[0.9992566,0.0001080108,0.00007515552,0.000231677,0.0001177271,0.0002107936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005814228,0.002244937,0.689675,0.0001990132,0.0006583272,0.00002783857,0.004149793,0.000004862189,0.2344691,0.004687155,0.002290905,0.0610116],"study_design_scores_gemma":[0.001765453,0.0007653392,0.9477075,0.00006147492,0.0001977549,0.000005503206,0.001105108,0.00004175916,0.038235,0.00005488645,0.009886494,0.0001737805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877715,0.001383949,0.00004720177,0.000259565,0.0001294376,0.0002669245,0.00002796714,0.00003932219,0.01007412],"genre_scores_gemma":[0.9978717,0.00007697178,0.00124295,0.00003956186,0.0001433655,0.00002198801,0.00005783245,0.00001741638,0.0005282139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580324,"threshold_uncertainty_score":0.4369166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655622789875084,"score_gpt":0.3477434201381159,"score_spread":0.2911871922393651,"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."}}