{"id":"W4213387234","doi":"10.1590/0004-282x-anp-2021-0127","title":"Dysphagia is a strong predictor of death and functional dependence at three months post-stroke","year":2022,"lang":"en","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Dysphagia; Stroke (engine); Psychology; Medicine; Internal medicine; Physical medicine and rehabilitation; Surgery; Physics; Thermodynamics","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":[0.000768374,0.0002828959,0.0003759492,0.0002121172,0.001113372,0.00001670256,0.0003540823,0.0001145326,0.004687868],"category_scores_gemma":[0.00014707,0.0002893342,0.0001397001,0.0002130163,0.00006691743,0.0002336256,0.00119365,0.000769322,0.00006311453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391736,"about_ca_system_score_gemma":0.0003858085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003635614,"about_ca_topic_score_gemma":0.0004155249,"domain_scores_codex":[0.9966956,0.0004455158,0.0006804536,0.0006011808,0.0008157538,0.0007614735],"domain_scores_gemma":[0.9979824,0.0006671424,0.0004476633,0.0005219975,0.0001396217,0.0002411124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001076485,0.0001782686,0.9544861,0.0002034725,0.0002654141,0.00005521086,0.001124025,0.0001884794,0.006431019,0.007245055,0.02819582,0.0005506489],"study_design_scores_gemma":[0.005095582,0.001196101,0.9466021,0.00003348638,0.000476219,0.00002205957,0.001625714,0.003454158,0.0003481926,0.001072692,0.03962982,0.0004438701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850981,0.0005211212,0.001328422,0.001743342,0.001498455,0.001821915,0.0005694029,0.0001624761,0.007256791],"genre_scores_gemma":[0.9852951,0.00008359169,0.0006076281,0.002949754,0.0002272047,0.000479077,0.00005759384,0.00005692367,0.01024314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011434,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678941582901844,"score_gpt":0.3259613686821755,"score_spread":0.289171952853157,"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."}}