{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003591955,0.001003513,0.0005630672,0.00702614,0.003881308,0.009129756,0.002605428,0.003092938,0.004502071],"category_scores_gemma":[0.002852606,0.0005661095,0.001356384,0.005818384,0.02557259,0.01144106,0.00863212,0.002727595,0.0005592337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101767,"about_ca_system_score_gemma":0.009132043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02302907,"about_ca_topic_score_gemma":0.02463862,"domain_scores_codex":[0.995999,0.002118639,0.0002453946,0.0004545257,0.0007452874,0.0004371283],"domain_scores_gemma":[0.9975883,0.001108739,0.0002589679,0.0001514853,0.0005004742,0.0003920947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008451721,0.00003681856,0.002416388,0.0004645675,0.00002058788,0.0002767408,0.01501542,0.001452903,0.0002405522,0.9624031,0.00160003,0.01606452],"study_design_scores_gemma":[0.000016076,0.00006296956,0.008247172,0.002031171,0.00006730163,0.0007132692,0.06300905,0.007978293,0.0003359147,0.6397071,0.2777426,0.00008904114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07803276,0.02960545,0.4877095,0.03774227,0.0009067242,0.0009559894,0.0006577008,0.0003436506,0.364046],"genre_scores_gemma":[0.8846781,0.01167047,0.09054159,0.002420538,0.0001965334,0.001143491,0.0002541879,0.0000828571,0.009012143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02302907,"threshold_uncertainty_score":0.07383752,"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."}}