{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002353495,0.0001730434,0.0007906224,0.0003434899,0.0001656071,0.0001543757,0.0003529123,0.00006012616,0.00001464638],"category_scores_gemma":[0.00316421,0.0001491451,0.0005736054,0.0003659208,0.0001774281,0.000223324,0.0002658388,0.00046048,0.00001453509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006483232,"about_ca_system_score_gemma":0.00007818689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360423,"about_ca_topic_score_gemma":0.0001707492,"domain_scores_codex":[0.9973331,0.001391686,0.0006326227,0.0002612648,0.0001949441,0.0001863563],"domain_scores_gemma":[0.9932532,0.005099656,0.00008982857,0.00140089,0.00003115901,0.0001252155],"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":[0.7687237,0.003593725,0.005399139,0.001484314,0.001775631,0.0003467353,0.004247441,0.000006330356,0.001571766,0.0353439,0.003342177,0.1741651],"study_design_scores_gemma":[0.9341065,0.0001127368,0.004360514,0.001590718,0.0007422504,0.00001587264,0.0002625974,0.03630682,0.00000439059,0.003887542,0.01840573,0.0002043628],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287383,0.09183548,0.001741776,0.1593423,0.0006195544,0.01123364,0.000006395531,0.0004891412,0.005993381],"genre_scores_gemma":[0.9926077,0.002439755,0.001826359,0.001043387,0.00005430955,0.001397081,0.0001091622,0.00003143893,0.0004907734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638694,"threshold_uncertainty_score":0.6081962,"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."}}