{"id":"W2769349230","doi":"10.2147/ndt.s149227","title":"Altered emotional recognition and expression in patients with Parkinson’s disease","year":2017,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sadness; Emotional expression; Facial expression; Anger; Happiness; Medicine; Nonverbal communication; Parkinson's disease; Stimulus modality; Audiology; Emotion classification; Psychology; Disease; Clinical psychology; Developmental psychology; Cognitive psychology; Sensory system; Psychotherapist; Internal medicine; Communication","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001559287,0.0002980499,0.0002894425,0.0003870804,0.0002947983,0.0003455552,0.0001080695,0.0002877544,0.001552386],"category_scores_gemma":[0.0007887945,0.00008874948,0.0001508033,0.0002058174,0.0002570501,0.0001858431,0.0002365829,0.0001698616,0.0001927544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151928,"about_ca_system_score_gemma":0.00007865421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037517,"about_ca_topic_score_gemma":0.001098653,"domain_scores_codex":[0.9998946,0.00001548208,0.00002000981,0.00003063877,0.00002230876,0.00001689715],"domain_scores_gemma":[0.9997991,0.00004624873,0.00008805944,0.000009200724,0.00002789744,0.00002950094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039247,0.0001297085,0.9616886,0.00007675582,0.00004986287,0.003353727,0.0009715442,0.00012395,0.01440248,0.00004054251,0.0001748553,0.01794861],"study_design_scores_gemma":[0.00001811782,0.0003827158,0.9911097,0.000007805611,0.00003325331,0.006712818,0.0003655147,0.0002331329,0.0008706751,0.00005245497,0.000207504,0.000006308265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995863,0.0000959136,0.0000646667,0.000008870029,0.000001637122,0.000003314035,0.00002673856,0.000001945442,0.0002106626],"genre_scores_gemma":[0.9997374,0.00004229917,0.00005556284,0.00001060003,0.000002393638,0.000003500007,0.00005350514,6.090343e-7,0.00009419334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001552386,"threshold_uncertainty_score":0.005193233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727039951412457,"score_gpt":0.2543387216913853,"score_spread":0.2270683221772608,"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."}}