{"id":"W4309066446","doi":"10.1007/s00455-022-10538-x","title":"Cross-System Integration of Respiration and Deglutition: Function, Treatment, and Future Directions","year":2022,"lang":"en","type":"review","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; National Cancer Institute; National Institute on Deafness and Other Communication Disorders; U.S. Department of Veterans Affairs","keywords":"Swallowing; Medicine; Respiration; Otorhinolaryngology; Function (biology); Intensive care medicine; Internal medicine; Surgery; Anatomy; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000472947,0.0003660967,0.0009399062,0.0003220935,0.001160674,0.00004012786,0.00009063225,0.000318283,0.00134481],"category_scores_gemma":[0.00002604096,0.0002909625,0.0001419756,0.0004441251,0.00006481453,0.000239818,0.0001296673,0.0004378364,0.00003492861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801176,"about_ca_system_score_gemma":0.0002679586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631254,"about_ca_topic_score_gemma":0.0001418759,"domain_scores_codex":[0.9973854,0.0007152845,0.0009429441,0.0004927399,0.0002013209,0.0002623552],"domain_scores_gemma":[0.9983428,0.0002795534,0.0008115679,0.0003706667,0.0001006029,0.00009482424],"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":[0.00002391682,0.0000497254,0.0001861766,0.00899772,0.0003345211,0.000003494711,0.0003906583,1.499893e-7,4.807721e-7,0.01877665,0.001342879,0.9698936],"study_design_scores_gemma":[0.0005151781,0.000260361,0.0007372058,0.001121518,0.001298359,0.000009491342,0.0009487727,0.00001366792,1.307238e-7,0.00003928566,0.9948555,0.0002005284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005973749,0.9772912,0.0002420519,0.00006758432,0.00300355,0.002360777,0.0001725237,0.000161372,0.01664122],"genre_scores_gemma":[0.00007093465,0.9876864,0.0001225216,0.00003726986,0.0007274896,0.001688036,0.0008475729,0.00004842092,0.008771352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9935126,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013198361590239,"score_gpt":0.4451036100604821,"score_spread":0.3437837739014582,"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."}}