{"id":"W4412755022","doi":"10.1002/mdc3.70247","title":"A Systematic Review of the Parkinson's Foundation Hospital Care Recommendations","year":2025,"lang":"en","type":"review","venue":"Movement Disorders Clinical Practice","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Dysphagia; Observational study; Psychological intervention; MEDLINE; Randomized controlled trial; Systematic review; Intervention (counseling); Population; Multidisciplinary approach; Intensive care medicine; Family medicine; Nursing; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005598318,0.0004814128,0.002922194,0.0001279148,0.0006318144,0.00002833631,0.001020936,0.0003757828,0.000429131],"category_scores_gemma":[0.02157115,0.0003116337,0.001308605,0.0008373198,0.00008765255,0.0002602705,0.0009285492,0.001585313,0.0002259124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004246413,"about_ca_system_score_gemma":0.0014189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007201202,"about_ca_topic_score_gemma":0.00008375759,"domain_scores_codex":[0.9852675,0.008000758,0.004943928,0.0006453815,0.0007212741,0.0004211346],"domain_scores_gemma":[0.9779689,0.01332113,0.006507066,0.00160745,0.0005105637,0.00008485257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002945423,0.0003444269,0.00001690622,0.7776007,0.0008560968,3.780227e-7,0.0001060679,4.001084e-8,2.062914e-10,0.003304548,0.04585452,0.1719133],"study_design_scores_gemma":[0.000207704,0.00005253645,0.000004280261,0.4512235,0.007834052,2.000454e-8,0.001356916,6.252627e-7,7.961683e-10,0.0001606672,0.53901,0.0001497706],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.822956e-8,0.915351,0.0004251099,0.01273612,0.004732737,0.01871661,0.00005649046,0.00005802004,0.04792393],"genre_scores_gemma":[5.856936e-7,0.9722773,0.0006112228,0.01569064,0.0001129897,0.004263554,0.000429727,0.00004487086,0.00656906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4931554,"threshold_uncertainty_score":0.9999336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06851873596716387,"score_gpt":0.5345682170733155,"score_spread":0.4660494811061516,"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."}}