{"id":"W3138195260","doi":"10.2196/12029","title":"Homes of Stroke Survivors Are a Challenging Environment for Rehabilitation Technologies","year":2021,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Sussex; University of Nottingham; University of Southampton; University of Oxford; Sheffield Hallam University; University of Dundee","keywords":"Software deployment; Rehabilitation; Negotiation; Participatory design; Emerging technologies; Situated; Citizen journalism; Psychology; Medicine; Engineering; Physical therapy; Sociology; Computer science; Operations management","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":[0.001392078,0.0003135839,0.0004628674,0.0004874643,0.007105432,0.004287033,0.0008769789,0.001226372,0.004817343],"category_scores_gemma":[0.00467732,0.0003036142,0.0002595554,0.0006531893,0.003288641,0.002992,0.004406706,0.0009683943,0.000835941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118586,"about_ca_system_score_gemma":0.001753728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256778,"about_ca_topic_score_gemma":0.007617068,"domain_scores_codex":[0.9975261,0.001533082,0.0001130385,0.0001924381,0.0003277225,0.0003075088],"domain_scores_gemma":[0.9974287,0.001393912,0.0003395911,0.0002387931,0.0002792237,0.0003198399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002695383,0.0005495144,0.0408074,0.001872541,0.0001218833,0.01499674,0.6329649,0.001898786,0.009642912,0.03349141,0.02734832,0.236036],"study_design_scores_gemma":[0.0000232381,0.0004064214,0.02080873,0.0005888618,0.0000603942,0.005390207,0.85195,0.0005651464,0.001220776,0.02129766,0.09759866,0.00008975826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196809,0.002446291,0.02470452,0.01123497,0.000324995,0.0003201515,0.0002216859,0.0003058013,0.04076074],"genre_scores_gemma":[0.9883963,0.001334634,0.006045362,0.0008250675,0.00007079462,0.0001422775,0.00005573664,0.00002787144,0.003101918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007105432,"threshold_uncertainty_score":0.01611561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327088758048501,"score_gpt":0.2748199403476287,"score_spread":0.2615490527671437,"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."}}