{"id":"W4200004333","doi":"10.1016/j.jvoice.2021.10.009","title":"Treatment of Hypophonia in Parkinson's Disease Through Biofeedback in Daily Life Administered with A Portable Voice Accumulator","year":2021,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Montreal Neurological Institute and Hospital; Stiftelsen Promobilia","keywords":"Audiology; Medicine; Biofeedback; Physical therapy; Activities of daily living; Psychology; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142456,0.000235162,0.0002543404,0.0001898555,0.0001116913,0.0001235348,0.0001827419,0.0002577628,0.001176954],"category_scores_gemma":[0.0004406682,0.00005157493,0.0001803464,0.0000907264,0.00008522232,0.00008938044,0.0001721612,0.0001644465,0.0001216482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000776902,"about_ca_system_score_gemma":0.00009257514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002699966,"about_ca_topic_score_gemma":0.0006510302,"domain_scores_codex":[0.9999299,0.00001935544,0.000007332863,0.00001090167,0.00002224537,0.00001010158],"domain_scores_gemma":[0.9998947,0.00003381098,0.00003241693,0.000006487016,0.000012358,0.00002012253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008901935,0.01126128,0.04907971,0.001347413,0.0002777158,0.001110459,0.000784627,0.0005222668,0.16708,0.00004855582,0.0006868217,0.7588991],"study_design_scores_gemma":[0.004015885,0.1489673,0.7977651,0.0002886308,0.0004923735,0.005596902,0.001161433,0.002112854,0.03530466,0.0001467611,0.004106182,0.00004198557],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988825,0.0004470212,0.0002788012,0.00001768701,0.000005813427,0.00003502369,0.00001395975,0.00002057241,0.000298562],"genre_scores_gemma":[0.9978885,0.0003642401,0.001137451,0.00003363759,0.00001406261,0.00006904988,0.00004332383,0.00000176484,0.0004480389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176954,"threshold_uncertainty_score":0.003937304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628198686257778,"score_gpt":0.3077622668403217,"score_spread":0.2714802799777439,"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."}}