{"id":"W4412835701","doi":"10.1101/2025.07.31.25331974","title":"Beyond Symptoms: WHODAS as a Biopsychosocial Measure to Complement Functioning Assessment in Parkinson’s Disease","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Complement (music); Psychology; Medicine; Disease; Clinical psychology; Psychotherapist; Internal medicine","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":[0.00229373,0.0004826266,0.0004551206,0.002094793,0.0003205974,0.000797254,0.0003974591,0.0003029604,0.001438648],"category_scores_gemma":[0.004518042,0.00009997377,0.0006854708,0.001289463,0.0002546918,0.0007774501,0.0009506122,0.0005224668,0.0002393868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004039961,"about_ca_system_score_gemma":0.0004488184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215844,"about_ca_topic_score_gemma":0.004052034,"domain_scores_codex":[0.9983715,0.0007180901,0.0002858529,0.000114882,0.0004354834,0.0000742151],"domain_scores_gemma":[0.9986064,0.000364852,0.0004846647,0.00007108256,0.0003425756,0.0001304409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003666336,0.000295864,0.9248696,0.0003116033,0.0002953616,0.0001989947,0.0008098964,0.0004971402,0.0008500688,0.0006052522,0.002868534,0.06803108],"study_design_scores_gemma":[0.00002306229,0.0004612703,0.9954883,0.00007283557,0.00004673592,0.000265839,0.0004389352,0.001023802,0.0001620879,0.0004201521,0.001580663,0.00001622039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841774,0.001561331,0.002287132,0.0003607664,0.00009080864,0.0004897187,0.002813451,0.00004910101,0.008170211],"genre_scores_gemma":[0.9938984,0.0003254084,0.003589312,0.00006807985,0.00003081997,0.0003984835,0.001257922,0.000004912957,0.0004266789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229373,"threshold_uncertainty_score":0.01213056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264094028958371,"score_gpt":0.3313822936738265,"score_spread":0.3049728907779894,"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."}}