{"id":"W4391184411","doi":"10.2196/52284","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","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; McGill University; Université du Québec à Chicoutimi; Centre de Santé et de Services Sociaux Cavendish; Université de Sherbrooke; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Software deployment; Assisted living; Activities of daily living; Protocol (science); Gerontology; Medicine; Research design; Psychology; Computer science; Alternative medicine; Physical therapy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1174622,0.00375107,0.003058416,0.004703135,0.00704747,0.005452139,0.004263177,0.007844966,0.02558027],"category_scores_gemma":[0.0934819,0.003036924,0.003782666,0.003336561,0.005762915,0.003469167,0.004690196,0.008199016,0.007399438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094644,"about_ca_system_score_gemma":0.03947068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005112895,"about_ca_topic_score_gemma":0.009422082,"domain_scores_codex":[0.9281465,0.0485656,0.009321167,0.004034705,0.006329949,0.003602092],"domain_scores_gemma":[0.9320195,0.02649349,0.007043919,0.01016813,0.02056938,0.003705536],"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":[0.05147805,0.05826992,0.009669309,0.078575,0.0008725834,0.005456136,0.08169197,0.01919039,0.02024028,0.05864742,0.09006012,0.5258489],"study_design_scores_gemma":[0.07948641,0.06115343,0.02160518,0.04494962,0.0007669803,0.0009839134,0.03063946,0.008026874,0.02036085,0.02548822,0.7055443,0.0009947381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001139331,0.00005276432,0.003698257,0.00009889821,0.00004810523,0.9941056,0.0002978929,0.00002109539,0.0005380896],"genre_scores_gemma":[0.0005807523,0.00004854173,0.004997652,0.00004931334,0.000005997548,0.9941432,0.00004915741,0.000002193863,0.00012306],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1174622,"threshold_uncertainty_score":0.6212071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3932860736810216,"score_gpt":0.6077352241800611,"score_spread":0.2144491504990395,"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."}}