{"id":"W4410019553","doi":"10.2196/65490","title":"An In-Person and Online Intervention for Parkinson Disease (UPGRADE-PD): Protocol for a Patient-Centered and Culturally Tailored 3-Arm Crossover Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Physical therapy; Dance; Quality of life (healthcare); Anxiety; Crossover study; Parkinson's disease; Clinical trial; Physical medicine and rehabilitation; Disease; Psychiatry; Alternative medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01278802,0.005029623,0.008548314,0.001750015,0.002866809,0.002300817,0.002822755,0.006148142,0.03626774],"category_scores_gemma":[0.01046957,0.002524242,0.003945292,0.001644756,0.002283484,0.002236843,0.001798792,0.005720426,0.006786325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477554,"about_ca_system_score_gemma":0.007993457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786485,"about_ca_topic_score_gemma":0.002589249,"domain_scores_codex":[0.9919857,0.004224088,0.0006918448,0.0009997709,0.00101833,0.001080315],"domain_scores_gemma":[0.9951816,0.001126078,0.0009297885,0.0007184345,0.000939007,0.001105106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9185063,0.05246121,0.0005152119,0.003754752,0.000952388,0.0001216155,0.0002333422,0.001350218,0.001894604,0.0006855271,0.004277536,0.01524728],"study_design_scores_gemma":[0.952969,0.04037052,0.001190159,0.0002045362,0.0002367513,0.00002150749,0.00004164888,0.0004714365,0.000282508,0.000390411,0.003785724,0.00003583185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01545447,0.0002335585,0.001275828,0.0001959839,0.0002820489,0.9806663,0.00103441,0.0001210907,0.0007363249],"genre_scores_gemma":[0.009712444,0.0001444142,0.001999004,0.0001887934,0.00008138774,0.9871323,0.0001982404,0.000006153281,0.0005372444],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03626774,"threshold_uncertainty_score":0.1213276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985653641733681,"score_gpt":0.5836985169086524,"score_spread":0.3851331527352843,"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."}}