{"id":"W2943268290","doi":"10.1145/3290607.3312917","title":"Development and Initial Validation of a Scale to Measure Engagement with eHealth Technologies","year":2019,"lang":"en","type":"article","venue":"","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; ZonMw; Arthritis Society; Celgene; Biogen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Dutch Arthritis Society; Pfizer","keywords":"eHealth; Scale (ratio); Psychological intervention; Measure (data warehouse); Computer science; Set (abstract data type); Empirical research; Knowledge management; Data science; Psychology; Political science; Health care; Data mining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006182697,0.00006160335,0.0001078698,0.0001127366,0.0001552976,0.00001814871,0.0001496018,0.00008811218,0.00003572142],"category_scores_gemma":[0.00008618686,0.00004887216,0.000006784746,0.0002232755,0.0001228125,0.00008578635,0.00007488401,0.00008842221,0.00002786957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008150398,"about_ca_system_score_gemma":0.0001751926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788116,"about_ca_topic_score_gemma":0.0006337551,"domain_scores_codex":[0.9992121,0.00004133241,0.0001183888,0.0001369065,0.0003009519,0.0001902791],"domain_scores_gemma":[0.9997059,0.00001531335,0.00005579407,0.0001186041,0.00006591062,0.00003851422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001866791,0.0002967533,0.4958101,0.0001355432,0.00006681707,0.000002471987,0.03572113,0.000007469921,0.004579313,0.01504728,0.0009924641,0.447154],"study_design_scores_gemma":[0.002112842,0.0007829494,0.1404164,0.0004520723,0.00002558052,0.000003236985,0.1714924,0.000005338239,0.6474811,0.0008394015,0.03577379,0.0006148515],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983806,0.000009975513,0.0004929356,0.002805811,0.00004375381,0.0005022142,6.175471e-7,0.0002402032,0.0120985],"genre_scores_gemma":[0.9796489,0.000005117906,0.01990667,0.00009692236,0.000004210455,0.000009779797,5.465377e-7,0.000004174959,0.0003236918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6429018,"threshold_uncertainty_score":0.1992949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016654063851548,"score_gpt":0.3273918821153628,"score_spread":0.2872253414768473,"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."}}