{"id":"W6887743210","doi":"10.17605/osf.io/xgb9q","title":"Evaluation Tools and Outcome Measures used to assess Dysphagia in adults with Disorders of Consciousness secondary to Acquired Brain Injury: A Scoping Review protocol","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Dysphagia; Swallowing; Protocol (science); Persistent vegetative state; Population; Consciousness; Systematic review","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01825239,0.0006069535,0.001433392,0.0007331235,0.0002341185,0.00004938498,0.001033269,0.0003157441,0.5155086],"category_scores_gemma":[0.004654348,0.0006014656,0.000109481,0.0007382386,0.00009869762,0.0002347621,0.002642425,0.0007464353,0.02276498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587104,"about_ca_system_score_gemma":0.001645804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825529,"about_ca_topic_score_gemma":0.0138107,"domain_scores_codex":[0.9892315,0.004468574,0.001637982,0.002387799,0.001571937,0.0007021575],"domain_scores_gemma":[0.9945503,0.0008025972,0.001188225,0.002872644,0.0002807078,0.0003055192],"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":[0.001794279,0.0009102261,0.2297206,0.1072514,0.001021131,0.0000201702,0.006938325,0.0002410064,0.0001562376,0.0005405094,0.5166129,0.1347932],"study_design_scores_gemma":[0.01091489,0.00006323859,0.04908985,0.1457552,0.0007427589,0.000002329075,0.002467593,0.00006512638,0.00006454509,0.0003926551,0.7883917,0.002050132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.0008989858,0.00001574134,0.000879446,0.001416184,0.0002654404,0.3517791,0.0001196406,0.0001789633,0.6444465],"genre_scores_gemma":[0.002443467,0.000147867,0.001335785,0.002297372,0.00005680513,0.6270499,0.0001334351,0.0004521399,0.3660833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4927436,"threshold_uncertainty_score":0.9996437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07965931327616542,"score_gpt":0.4404227108356426,"score_spread":0.3607633975594771,"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."}}