{"id":"W4392816244","doi":"10.3389/fnhum.2024.1355407","title":"The effectiveness of transcranial magnetic stimulation for dysphagia in stroke patients: an umbrella review of systematic reviews and meta-analyses","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Western University","funders":"","keywords":"Transcranial magnetic stimulation; Dysphagia; Stroke (engine); Swallowing; Medicine; Systematic review; Physical therapy; Physical medicine and rehabilitation; Randomized controlled trial; Meta-analysis; MEDLINE; Surgery; Internal medicine; Stimulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051656,0.002919995,0.02000879,0.02432819,0.001246251,0.006464513,0.002757287,0.00275501,0.00229301],"category_scores_gemma":[0.1556306,0.002085271,0.02479844,0.02076822,0.001412696,0.004251768,0.003411086,0.001882159,0.0002728956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00717926,"about_ca_system_score_gemma":0.01050321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005955912,"about_ca_topic_score_gemma":0.0183705,"domain_scores_codex":[0.9378906,0.02782648,0.02363166,0.002906536,0.007002333,0.0007423701],"domain_scores_gemma":[0.8810735,0.0901614,0.0189756,0.002697027,0.006604424,0.0004880658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003044269,0.0000164971,0.001485362,0.8527457,0.1209732,0.00008649394,0.0002331164,0.0002674745,0.0002215204,0.0003490869,0.0007009224,0.02261637],"study_design_scores_gemma":[0.0003866893,0.0002799385,0.004027551,0.4215117,0.564052,0.0001757198,0.0002405058,0.0002651009,0.0003592599,0.0007049695,0.007941371,0.00005513142],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001168416,0.9968395,0.0004964457,0.0003215579,0.0001568205,0.0005474701,0.0002257903,0.00001309043,0.0002309412],"genre_scores_gemma":[0.03440905,0.9564689,0.004375505,0.001019214,0.0002669661,0.002964832,0.0003227616,0.00001790063,0.0001548052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.051656,"threshold_uncertainty_score":0.2731863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007707364773795,"score_gpt":0.4866847490583737,"score_spread":0.2859140125809942,"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."}}