{"id":"W4402963335","doi":"10.1016/j.jns.2024.123253","title":"Importance of focusing on subjective symptoms to maintain quality of life in patients with Parkinson's disease for over 5 years","year":2024,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tokyo Women's Medical University","keywords":"Parkinson's disease; Disease; Quality of life (healthcare); Medicine; Gerontology; Psychology; Physical medicine and rehabilitation; Internal medicine; Psychotherapist","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":[0.0006733156,0.0002678728,0.0004469783,0.0004363423,0.0003005438,0.0006648207,0.0001767679,0.0002733469,0.0007190121],"category_scores_gemma":[0.002587018,0.00005958629,0.0003395317,0.0003372146,0.0002036136,0.0004868472,0.0003669002,0.0003353672,0.0001101829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222304,"about_ca_system_score_gemma":0.0002613433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008686164,"about_ca_topic_score_gemma":0.002255392,"domain_scores_codex":[0.9996281,0.0001506016,0.00005213304,0.00004615843,0.00008438625,0.00003866381],"domain_scores_gemma":[0.9987578,0.0002247852,0.0004552402,0.00003719343,0.0002560208,0.0002688929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706804,0.0001122546,0.95096,0.0001965738,0.0001730985,0.0002103159,0.0005489407,0.0001511584,0.0007188563,0.00004698496,0.0006229114,0.04598821],"study_design_scores_gemma":[0.0000102799,0.0003189755,0.9973112,0.00005773739,0.00007216637,0.0004284192,0.0005483712,0.0001670865,0.00006654557,0.00006014655,0.0009475381,0.00001159837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898835,0.006357889,0.0002975216,0.0004732045,0.00006527136,0.00002478156,0.000234163,0.00000904902,0.00265462],"genre_scores_gemma":[0.9982682,0.0009343919,0.0002862543,0.0001237179,0.00003923264,0.0000132928,0.0001792349,0.000001619807,0.0001539107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008686164,"threshold_uncertainty_score":0.003560841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512271966716562,"score_gpt":0.3056126702242511,"score_spread":0.2804899505570855,"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."}}