{"id":"W4280571272","doi":"10.1002/lary.30177","title":"The American <scp>Broncho‐Esophagological</scp> Association Position Statement on Swallowing Fluoroscopy","year":2022,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fluoroscopy; Swallowing; Medicine; Delphi method; Statement (logic); Medical physics; MEDLINE; Systematic review; Protocol (science); Physical therapy; Alternative medicine; Radiology; Computer science; Artificial intelligence","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":[0.08177602,0.001654812,0.002533808,0.01395591,0.004255698,0.006096187,0.004559935,0.01266779,0.008398781],"category_scores_gemma":[0.1314182,0.0009780849,0.003837296,0.009052312,0.00350038,0.004600388,0.006050862,0.009085002,0.006361244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006914419,"about_ca_system_score_gemma":0.07086284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024224,"about_ca_topic_score_gemma":0.01069256,"domain_scores_codex":[0.9454143,0.01617775,0.01863684,0.001436543,0.01655635,0.001778113],"domain_scores_gemma":[0.7608293,0.1015212,0.03035586,0.004056454,0.09206381,0.01117336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000247554,0.0001408899,0.002741905,0.03558944,0.0003892235,0.0004506346,0.0009320324,0.0005492968,0.001409538,0.01021681,0.7232236,0.224109],"study_design_scores_gemma":[0.0001583957,0.0002088885,0.0047132,0.1055114,0.0006039295,0.0009805361,0.0009323682,0.0004705898,0.0009593693,0.008080028,0.8772709,0.0001104729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004093161,0.2402844,0.01811977,0.5968172,0.07756349,0.005217325,0.005201403,0.0004261669,0.05227707],"genre_scores_gemma":[0.06474606,0.4250607,0.172705,0.2339475,0.03866915,0.01730746,0.01308977,0.0005481195,0.03392606],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08177602,"threshold_uncertainty_score":0.4324781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734610275601464,"score_gpt":0.4463253498591483,"score_spread":0.3689792471031337,"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."}}