{"id":"W7120723111","doi":"","title":"Screening, tracking and assessment protocols in oropharyngeal dysphagia: a scoping review","year":2025,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oropharyngeal dysphagia; Subject (documents); MEDLINE; Quality assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0728663,0.001928468,0.005597057,0.02775333,0.002433713,0.006849127,0.004800094,0.003685375,0.004838808],"category_scores_gemma":[0.2073091,0.001903005,0.007060899,0.02289094,0.00183449,0.008045345,0.005534089,0.002599597,0.001434085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01041436,"about_ca_system_score_gemma":0.05804408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186425,"about_ca_topic_score_gemma":0.03017395,"domain_scores_codex":[0.9398533,0.02204732,0.02708115,0.001965472,0.008283748,0.0007690573],"domain_scores_gemma":[0.8679096,0.0819881,0.01936857,0.003765447,0.02583406,0.001134321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002046701,0.0001211144,0.00169141,0.6077396,0.0009671979,0.0002257262,0.002925791,0.0004442757,0.0003816545,0.00182042,0.008894364,0.3745838],"study_design_scores_gemma":[0.0001014617,0.0001126173,0.002786563,0.9416178,0.003223509,0.0003227211,0.00118148,0.0001815968,0.0002325149,0.0007351371,0.04944277,0.00006176923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002563323,0.9594259,0.006215013,0.003254642,0.001199513,0.01980571,0.001800717,0.0001513145,0.005583825],"genre_scores_gemma":[0.01366554,0.9322721,0.02273492,0.001391682,0.0002249796,0.02685222,0.001875644,0.00005004981,0.0009327486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0728663,"threshold_uncertainty_score":0.3853585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370906562479873,"score_gpt":0.3929555351545585,"score_spread":0.3492464695297598,"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."}}