{"id":"W4413209230","doi":"10.21203/rs.3.rs-7255514/v1","title":"Cardiorespiratory Fitness and Pulmonary Function in Parkinson’s Disease: A Cross- Sectional Study with Clinical Correlations","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Shanghai Hospital Development Center","keywords":"Cardiorespiratory fitness; Montreal Cognitive Assessment; Medicine; Parkinson's disease; Internal medicine; Physical therapy; Quality of life (healthcare); Rating scale; Pulmonary function testing; Cross-sectional study; Disease; Cognition; Activities of daily living; Cardiology; Physical medicine and rehabilitation; Psychology; Cognitive impairment; Pathology; Psychiatry","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":[0.001613334,0.0004558644,0.0004177074,0.000604987,0.0006413562,0.0007920691,0.0003326347,0.0008156325,0.002156406],"category_scores_gemma":[0.00352255,0.0006922306,0.0005545296,0.0007279079,0.0004019733,0.0007602492,0.000547865,0.0006682653,0.0004631361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108847,"about_ca_system_score_gemma":0.0002904974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360036,"about_ca_topic_score_gemma":0.002357337,"domain_scores_codex":[0.9993537,0.0002794621,0.00006517681,0.0001666523,0.00007217973,0.00006281493],"domain_scores_gemma":[0.9982795,0.0006893831,0.0003453697,0.0002183033,0.0002135656,0.0002539022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507738,0.00007878128,0.9986156,0.000005652283,0.0001341167,0.00008070038,0.00009877571,0.00002582064,0.0001727863,0.00001752206,0.00005941616,0.0005599666],"study_design_scores_gemma":[0.000008493343,0.0001458813,0.9992981,0.000003309095,0.0000459133,0.0001581886,0.0001140658,0.00007844536,0.00002713964,0.00002123979,0.00009655848,0.000002542083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990245,0.0002733425,0.0001240996,0.00005185945,0.0000120245,0.000007442815,0.0001855593,0.00000232881,0.000318869],"genre_scores_gemma":[0.9991999,0.00009278512,0.000115429,0.00002893055,0.00001107176,0.00001036107,0.0002689029,0.000001901183,0.0002706777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002360036,"threshold_uncertainty_score":0.008532226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08832724360318493,"score_gpt":0.4358283755323391,"score_spread":0.3475011319291541,"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."}}