{"id":"W4389627749","doi":"10.1016/j.ijporl.2023.111810","title":"International pediatric otolaryngology group (IPOG) consensus on approach to aspiration","year":2023,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta; McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Likert scale; Otorhinolaryngology; Multidisciplinary approach; Presentation (obstetrics); Foreign body aspiration; Medical physics; Pediatrics; Surgery; Bronchoscopy","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":[0.03377508,0.001079266,0.001806456,0.008093317,0.003599847,0.003196829,0.005429672,0.007772776,0.005052818],"category_scores_gemma":[0.04555496,0.000557686,0.00390172,0.004402403,0.002357905,0.002798164,0.007119322,0.009677886,0.002377284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00528174,"about_ca_system_score_gemma":0.03536172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739006,"about_ca_topic_score_gemma":0.02616071,"domain_scores_codex":[0.9731409,0.005592084,0.009806521,0.001662097,0.007318877,0.002479468],"domain_scores_gemma":[0.9498996,0.00769189,0.004065307,0.00115561,0.03086677,0.006320813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002496656,0.0003169353,0.02469512,0.005901217,0.0003276917,0.003033126,0.002796663,0.001518838,0.002839608,0.01507403,0.3978264,0.5454206],"study_design_scores_gemma":[0.0001596385,0.0002877164,0.02983106,0.03238626,0.0005645913,0.007289323,0.007429203,0.001631203,0.002563308,0.01339418,0.9042572,0.0002062507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02213944,0.1599716,0.06497748,0.5599539,0.07399409,0.001961543,0.002676574,0.0006994915,0.1136259],"genre_scores_gemma":[0.2544749,0.2064697,0.3096763,0.1571972,0.02128347,0.003921714,0.008838867,0.0006326615,0.03750536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03377508,"threshold_uncertainty_score":0.1786218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124157458515153,"score_gpt":0.3861015680155137,"score_spread":0.3348599934303622,"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."}}