{"id":"W7084074693","doi":"10.6084/m9.figshare.29941678","title":"Impacts of the Jaco robotic arm on user satisfaction with performance in everyday activities","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Economic, Social, and Public Health Issues in Russia and Globally","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Intervention (counseling); Occupational therapy; Patient satisfaction; Usability; Activities of daily living; Assistive technology; Data collection; User satisfaction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004734325,0.00024712,0.0005187102,0.0002717976,0.0001715477,0.0001769647,0.000975396,0.0003297451,0.03255963],"category_scores_gemma":[0.002435882,0.0001466616,0.0001110578,0.0005987344,0.00003192055,0.0003259259,0.0001792366,0.0005390884,0.000229113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097964,"about_ca_system_score_gemma":0.001151228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006839493,"about_ca_topic_score_gemma":0.006820618,"domain_scores_codex":[0.9977357,0.0002227427,0.0005919185,0.0004104443,0.0007091618,0.0003300396],"domain_scores_gemma":[0.9970044,0.001280244,0.0006311768,0.0008878607,0.0001123491,0.00008394773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000360999,0.00003101892,0.002904501,0.0002447047,0.00001381937,0.000001609944,0.00008175708,0.0004011759,2.536471e-8,0.00001118406,0.9951885,0.001085629],"study_design_scores_gemma":[0.0001944287,0.0001138587,0.1106392,0.002707314,0.000007271615,0.000001749797,0.0001068198,0.00002099307,0.000007296639,0.00005050184,0.8859966,0.0001539161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002380167,0.00009561738,5.933652e-8,0.000321049,0.0005493754,0.0003533807,0.9938094,0.000008646705,0.00248232],"genre_scores_gemma":[0.03858731,0.00006671315,0.000006166869,0.0008193423,0.00015446,0.00007254427,0.9592646,0.000006603643,0.00102221],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1091918,"threshold_uncertainty_score":0.9683247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536953663447322,"score_gpt":0.3596290502699242,"score_spread":0.294259513635451,"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."}}