{"id":"W4417331787","doi":"10.1080/17483107.2025.2601728","title":"Satisfaction with wheelchairs and associated factors among older adults with disabilities in Sichuan, China: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation Assistive Technology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Affect (linguistics); Rehabilitation; Life satisfaction; Assistive technology; Service (business); Patient satisfaction; Usability","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001291015,0.0003627164,0.0006035096,0.0004278491,0.001099523,0.00002494445,0.0001898378,0.0007196014,0.00006680983],"category_scores_gemma":[0.003859208,0.0002710379,0.0000483735,0.00114701,0.006604649,0.000292327,0.0002617129,0.001399609,0.00000202239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008482834,"about_ca_system_score_gemma":0.0001542105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907683,"about_ca_topic_score_gemma":0.06751823,"domain_scores_codex":[0.996388,0.001033358,0.0008859603,0.001018242,0.0002380338,0.0004363894],"domain_scores_gemma":[0.9945529,0.003820286,0.0003436714,0.0007736828,0.0004353077,0.00007413093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005862589,0.001191034,0.9911964,0.000233844,0.00009517958,4.966605e-7,0.002974535,0.000005126155,0.000004262108,0.002380995,0.00001295011,0.001318952],"study_design_scores_gemma":[0.002965229,0.0008806865,0.8989878,0.000310065,0.00003425442,6.185719e-7,0.09549046,0.0000571484,0.000002303668,0.00102431,0.00001176717,0.0002353967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928192,0.00005440234,0.0002164556,0.002300476,0.0001054328,0.003456825,0.00005432332,0.000523988,0.0004688482],"genre_scores_gemma":[0.9976348,0.000009404521,0.0003751635,0.00003235647,0.000005932892,0.001738569,0.0000348472,0.00001973662,0.0001491342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09251592,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639452846910789,"score_gpt":0.3634129037279515,"score_spread":0.3470183752588436,"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."}}