{"id":"W4401910143","doi":"10.1155/2024/5551796","title":"Possible Implications of Managing Alexithymia on Quality of Life in Parkinson’s Disease: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Parkinson s Disease","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alexithymia; Parkinson's disease; Disease; Quality of life (healthcare); Psychiatry; Pathology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006337829,0.0006608748,0.00477774,0.0005241628,0.00003517319,0.00002359707,0.0003935339,0.0001127081,0.0001076539],"category_scores_gemma":[0.0007892091,0.000460694,0.001468806,0.001017582,0.0001009855,0.00005986695,0.00008786362,0.0002617144,0.000172445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216252,"about_ca_system_score_gemma":0.0008723525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004667141,"about_ca_topic_score_gemma":0.000006654087,"domain_scores_codex":[0.9950493,0.0005231547,0.002663845,0.000772574,0.0006335746,0.0003575746],"domain_scores_gemma":[0.995649,0.0002840149,0.001320375,0.001889206,0.00008862979,0.0007688198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009891127,0.001344846,0.004020624,0.9839709,0.0008739629,0.00004221785,0.00003364775,2.374058e-7,2.161379e-8,0.001158285,0.001052132,0.007404251],"study_design_scores_gemma":[0.000566897,0.00004966086,0.009248753,0.9099025,0.01071608,0.000002517434,0.00001829612,0.00001006576,1.90219e-8,0.0009783348,0.06818988,0.0003170003],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001334792,0.9898312,0.000008695847,0.000507692,0.0001286049,0.006145219,0.001140016,0.00006218755,0.002042916],"genre_scores_gemma":[0.002727771,0.9932628,0.00003619858,0.0003912222,0.00003680125,0.002548969,0.0005067865,0.00009950178,0.0003899025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07406837,"threshold_uncertainty_score":0.9997845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07146183083596319,"score_gpt":0.3904712080846286,"score_spread":0.3190093772486654,"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."}}