{"id":"W4406243177","doi":"10.1002/ohn.1133","title":"Clinical and Electromyographic Characteristics of Pediatric Laryngeal Dyskinesia","year":2025,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Swallowing; Larynx; Retrospective cohort study; Otorhinolaryngology; Vocal cord paralysis; Laryngeal paralysis; Pediatrics; Dysphagia; Primary ciliary dyskinesia; Surgery; Anesthesia; Paralysis; Internal medicine; Bronchiectasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007665653,0.0001230413,0.0004426516,0.0002867496,0.0001677982,0.000003291746,0.0001618654,0.0002468788,0.0001510353],"category_scores_gemma":[0.0001201214,0.0001132741,0.00006473658,0.0003592535,0.0001226864,0.0000525603,0.000217727,0.0004704718,0.00002210814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197721,"about_ca_system_score_gemma":0.0001635303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924343,"about_ca_topic_score_gemma":0.00003102512,"domain_scores_codex":[0.998109,0.0004658606,0.0007160173,0.0002692559,0.00008274621,0.0003571124],"domain_scores_gemma":[0.9988887,0.0004532347,0.0002404069,0.0002617926,0.00009217242,0.00006372823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005231027,0.00008526541,0.9403774,0.0002953104,0.00008583976,0.000008319877,0.00003213945,1.001233e-8,0.00005243245,0.05055097,0.006676308,0.001783745],"study_design_scores_gemma":[0.0008886542,0.0001304106,0.9759161,0.00001924712,0.0001732463,5.98242e-7,0.0000367836,0.00003093138,0.00000236255,0.001361978,0.02136173,0.0000779452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788951,0.0003196145,0.000932497,0.0009275692,0.001001215,0.0005872275,0.000006332327,0.00005862345,0.01727177],"genre_scores_gemma":[0.9937852,0.00146992,0.0005734707,0.001200217,0.0002313048,0.00007963402,0.00002316708,0.00001152342,0.002625533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04918899,"threshold_uncertainty_score":0.4619182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398014924336939,"score_gpt":0.4000781812975742,"score_spread":0.3760980320542048,"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."}}