{"id":"W4402636091","doi":"10.1101/2024.09.18.24313906","title":"Social impact of the JACO wheelchair-mounted robotic arm on users and their caregivers","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Wheelchair; Physical medicine and rehabilitation; Robotic arm; Psychology; Human–computer interaction; Computer science; Internet privacy; Medicine; Artificial intelligence; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006881677,0.0002750837,0.0004677219,0.0001266437,0.0005308515,0.000006865047,0.0007556101,0.000726015,0.0001266709],"category_scores_gemma":[0.0003224336,0.0001612262,0.0003076159,0.000192014,0.0006245959,0.00001194875,0.002454636,0.003338941,0.00003388262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088032,"about_ca_system_score_gemma":0.0005910405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593947,"about_ca_topic_score_gemma":0.0003333593,"domain_scores_codex":[0.9978868,0.0008752634,0.0004157295,0.0003916959,0.0001495844,0.0002809285],"domain_scores_gemma":[0.9976993,0.0004550286,0.0003891284,0.001232974,0.0001675883,0.00005598108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002575883,0.0005005192,0.8917793,0.002420434,0.001610608,0.000005072427,0.04365475,0.0004334713,0.001656494,0.01459261,0.03858352,0.004505606],"study_design_scores_gemma":[0.0004793665,0.0001041398,0.9777772,0.001011971,0.0001270684,8.666404e-7,0.006653104,0.0008817347,0.0001481367,0.0110372,0.001503353,0.000275879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831243,0.0003633095,0.00003498325,0.007984084,0.0008670905,0.0009624403,0.0001270307,0.0001987972,0.006337969],"genre_scores_gemma":[0.9987558,0.0001052829,0.00002190102,0.0001646038,0.00006922935,0.0001356002,0.00001629783,0.00003140762,0.0006998767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08599786,"threshold_uncertainty_score":0.9989604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07592572434674456,"score_gpt":0.4407261733681553,"score_spread":0.3648004490214107,"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."}}