{"id":"W4386547246","doi":"10.2196/preprints.52284","title":"Codevelopment and Deployment of a System for the Telemonitoring of Activities of Daily Living Among Older Adults Receiving Home Care Services: Protocol for an Action Design Research Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Software deployment; Protocol (science); Action (physics); Medicine; Computer science; World Wide Web; Operating system; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09990811,0.002845711,0.002847084,0.00322144,0.005872561,0.005080073,0.003093889,0.007131507,0.03413241],"category_scores_gemma":[0.09233873,0.002726517,0.003588511,0.002715089,0.005034914,0.003509767,0.003610166,0.006954052,0.01015201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008730915,"about_ca_system_score_gemma":0.03471102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004406187,"about_ca_topic_score_gemma":0.007430961,"domain_scores_codex":[0.9452727,0.03498345,0.009690863,0.002921007,0.004679414,0.002452656],"domain_scores_gemma":[0.9335445,0.02677681,0.006664939,0.00986724,0.01989624,0.003250212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05764754,0.04713638,0.008554575,0.0896284,0.001018207,0.004193931,0.07626285,0.01354688,0.01664571,0.05637584,0.1698271,0.4591625],"study_design_scores_gemma":[0.07859923,0.05052838,0.02477271,0.05002292,0.000696309,0.0007170908,0.03027063,0.0058539,0.01664827,0.02097871,0.7200517,0.0008602288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001432585,0.00006324792,0.003390099,0.000168212,0.0001159541,0.9935827,0.0005634301,0.00002704447,0.0006566534],"genre_scores_gemma":[0.0006008308,0.00004824985,0.00306251,0.00007130892,0.00001138492,0.9959585,0.00008177089,0.000002623603,0.0001628305],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09990811,"threshold_uncertainty_score":0.5283709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503077627286739,"score_gpt":0.3686574762238997,"score_spread":0.2183497134952258,"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."}}