{"id":"W4400579054","doi":"10.1093/braincomms/fcae235","title":"Speech and neuroimaging effects following HiCommunication: a randomized controlled group intervention trial in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Parkinsonfonden; Petrus och Augusta Hedlunds Stiftelse; Norrbacka-Eugeniastiftelsen; Vetenskapsrådet; Center for Innovative Medicine; Karolinska Institutet; Gun och Bertil Stohnes Stiftelse; Stiftelsen Promobilia","keywords":"Audiology; Randomized controlled trial; Psychology; Medicine; Parkinson's disease; Intervention (counseling); Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283596,0.001279867,0.003900901,0.0006524393,0.0007141621,0.001121399,0.0008830501,0.002566989,0.006453298],"category_scores_gemma":[0.004378839,0.0005474751,0.002098443,0.0005691048,0.001158219,0.001020791,0.0007865791,0.002301614,0.0003916402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007705464,"about_ca_system_score_gemma":0.001202856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792269,"about_ca_topic_score_gemma":0.002276392,"domain_scores_codex":[0.9979107,0.001159437,0.0002102972,0.0003276188,0.0001301342,0.0002617905],"domain_scores_gemma":[0.9981959,0.0007321562,0.0004097408,0.0001093028,0.000116963,0.0004359491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9704608,0.01095787,0.0004796536,0.001427859,0.00129503,0.00004930095,0.00008516126,0.0001932629,0.000896419,0.0001055334,0.0003392694,0.01370974],"study_design_scores_gemma":[0.9063565,0.08685074,0.004483109,0.00011519,0.001085628,0.00001727841,0.0000629784,0.0003354494,0.000267749,0.0001749215,0.0002316966,0.00001871932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990918,0.003182083,0.0004135946,0.0005400755,0.0005390075,0.003088533,0.0003088674,0.00009461429,0.0009152373],"genre_scores_gemma":[0.987703,0.001255382,0.001669959,0.0005011171,0.0004228387,0.006995778,0.0002855256,0.00001064365,0.001155749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006453298,"threshold_uncertainty_score":0.02158844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987638651933476,"score_gpt":0.3318148595754053,"score_spread":0.3119384730560705,"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."}}