{"id":"W4386752608","doi":"10.1080/0960085x.2023.2252390","title":"Realising the potential of digital health communities: a study of the role of social factors in community engagement","year":2023,"lang":"en","type":"article","venue":"European Journal of Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Continuance; Digital health; Psychology; Public relations; Community engagement; Social psychology; Social engagement; Sociology; Applied psychology; Social science; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00843335,0.00006401354,0.000234248,0.0002315898,0.0006302008,0.0000680759,0.0008797864,0.00002211887,0.000001817113],"category_scores_gemma":[0.0003025077,0.00004020713,0.00007861211,0.0004955302,0.0002354856,0.0005497393,0.0001910076,0.0004835,0.000001534521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009303507,"about_ca_system_score_gemma":0.0001247583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307497,"about_ca_topic_score_gemma":0.0001841039,"domain_scores_codex":[0.9934462,0.00452623,0.001198923,0.00001596615,0.000669134,0.0001435027],"domain_scores_gemma":[0.9972362,0.0001327147,0.002168736,0.0001953688,0.0002413556,0.0000256289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003628864,0.0002150662,0.07300168,0.00008716826,0.00006340561,5.147815e-7,0.9221811,0.0008267443,0.00003606677,0.0003706976,0.0003740547,0.002807222],"study_design_scores_gemma":[0.0004136877,0.0001674897,0.2237105,0.0001618384,0.000005088348,0.000001367465,0.7749206,0.0000313337,0.00001652566,0.00001321211,0.0005335252,0.00002487156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950181,0.00001382655,0.00002996383,0.0002111273,0.000235299,0.0003076833,0.00002209646,0.00001233974,0.004149515],"genre_scores_gemma":[0.9999371,0.000007959919,0.000001746243,0.00001416479,0.0000222899,3.304526e-7,0.000002531766,0.000004553238,0.000009341911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1507088,"threshold_uncertainty_score":0.4999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427234336488305,"score_gpt":0.3128879687758312,"score_spread":0.2586156254109482,"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."}}