{"id":"W2909346415","doi":"10.2196/12425","title":"An Ecological Approach to Smart Homes for Health Care Services: Conceptual Framework of a Smart Servicescape Wheel","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"Servicescape; Social ecological model; Conceptual framework; Health care; Psychology; Computer science; Business; Architectural engineering; Process management; Sociology; Medicine; Marketing; Engineering; Service (business); Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001038821,0.0003335941,0.0009548762,0.000238479,0.0003245191,0.0001312382,0.0008765454,0.0002805024,0.0000145487],"category_scores_gemma":[0.00001713421,0.0003044938,0.0001043282,0.0005997216,0.00005796919,0.0005818085,0.0002014824,0.0003506293,0.00003233272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072827,"about_ca_system_score_gemma":0.0009535148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006720322,"about_ca_topic_score_gemma":0.0006530139,"domain_scores_codex":[0.9962778,0.0004524406,0.0007677338,0.001088365,0.0004532699,0.0009603572],"domain_scores_gemma":[0.9966171,0.0004306974,0.0005580669,0.0009339086,0.0003218303,0.001138336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001808722,0.006805321,0.209944,0.08217607,0.0001966242,0.00000549483,0.2949714,0.0001507882,0.00009318432,0.09557926,0.004967244,0.3033019],"study_design_scores_gemma":[0.01246203,0.03547693,0.6887059,0.002527586,0.00009938915,0.0001738832,0.0994073,0.05452768,0.0001389938,0.002989538,0.1000925,0.003398297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345593,0.001273233,0.0536286,0.004204476,0.0007894624,0.004510954,0.0001880379,0.0002964199,0.000549466],"genre_scores_gemma":[0.9632315,0.00005736902,0.02222922,0.01378337,0.0001655681,0.0004069634,0.00006748016,0.00002803663,0.00003045887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4787619,"threshold_uncertainty_score":0.9999407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398244802239519,"score_gpt":0.3500477482586731,"score_spread":0.3060653002362779,"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."}}