{"id":"W4395691555","doi":"10.1002/lary.31462","title":"Injection Medialization in Infants with Vocal Fold Immobility Improves Dysphagia","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Dysphagia; Fold (higher-order function); Medicine; Audiology; Vocal fold paralysis; Physical medicine and rehabilitation; Anesthesia; Surgery; Computer science","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":[0.001253077,0.0001527852,0.0001789442,0.0001230108,0.0002652611,0.00004018523,0.0001766778,0.0001051171,0.0004126969],"category_scores_gemma":[0.00005375063,0.00009079024,0.00002773829,0.0006131429,0.00006156965,0.0003514272,0.0001467782,0.000498312,0.0002892439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857094,"about_ca_system_score_gemma":0.0002159125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009617921,"about_ca_topic_score_gemma":0.002524587,"domain_scores_codex":[0.9983171,0.0003672621,0.0003581236,0.0003038211,0.0002668892,0.0003867907],"domain_scores_gemma":[0.9992686,0.0002596996,0.00007085157,0.0003034846,0.00004480776,0.000052548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002522432,0.001003141,0.5000191,0.005418067,0.001295898,0.0002127706,0.05271996,0.0005367713,0.0102296,0.1509422,0.1561159,0.1189843],"study_design_scores_gemma":[0.003387254,0.0009591573,0.8104169,0.001565922,0.0003257229,0.00000565813,0.005572492,0.01962074,0.0005779638,0.008418527,0.1484108,0.0007388497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435901,0.0007461227,0.004801295,0.004139311,0.003141881,0.002796411,0.000009284476,0.0004366361,0.04033897],"genre_scores_gemma":[0.9931002,0.0001004505,0.000123926,0.0008765623,0.0002646815,0.0003921491,0.00003467621,0.00003093026,0.005076441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103979,"threshold_uncertainty_score":0.4518742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012455751087359,"score_gpt":0.3724459171783335,"score_spread":0.3523213596674599,"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."}}