{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000186043,0.0003410446,0.0004581428,0.0002992974,0.0001200947,0.0001851811,0.000202275,0.0002390834,0.001161695],"category_scores_gemma":[0.001075939,0.00007869802,0.0002976972,0.0001452314,0.0001922033,0.0001805949,0.0002220104,0.0002765057,0.000208514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581354,"about_ca_system_score_gemma":0.0002282162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003752254,"about_ca_topic_score_gemma":0.0006059665,"domain_scores_codex":[0.9998838,0.00002016209,0.0000149654,0.00001691993,0.0000254128,0.00003869573],"domain_scores_gemma":[0.99967,0.00007372509,0.000148454,0.00001578133,0.00001564264,0.00007642399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003662935,0.001006066,0.6057624,0.000723972,0.0001651394,0.02569187,0.0004962546,0.0004785423,0.09365716,0.0002426705,0.001474762,0.2666382],"study_design_scores_gemma":[0.0002267804,0.01797301,0.8525493,0.0002726711,0.000174702,0.1013961,0.0005799189,0.001535322,0.02084918,0.0001177295,0.004300309,0.00002493793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964079,0.002457389,0.0004175486,0.00005924558,0.00002247293,0.00001616476,0.00003276048,0.00005144086,0.000535127],"genre_scores_gemma":[0.9974849,0.001085025,0.001015681,0.00005020712,0.00003365376,0.00002041722,0.0001066886,0.000007669458,0.0001956668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001161695,"threshold_uncertainty_score":0.003886282,"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."}}