{"id":"W3127649143","doi":"10.1093/ehjdh/ztab005","title":"Barriers and facilitators of the uptake of digital health technology in cardiovascular care: a systematic scoping review","year":2021,"lang":"en","type":"article","venue":"European Heart Journal - Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; Thematic analysis; Medicine; Workload; MEDLINE; Health care; Qualitative research; Family medicine; Nursing; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004303873,0.0002569837,0.0017505,0.0002586806,0.0008732806,0.00002971006,0.0003215148,0.00009114901,0.00001949566],"category_scores_gemma":[0.002731476,0.0001963484,0.0003544625,0.001213687,0.0001917777,0.0002634216,0.0002672381,0.00119508,0.00002752955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004390414,"about_ca_system_score_gemma":0.00784172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004175501,"about_ca_topic_score_gemma":0.00005125638,"domain_scores_codex":[0.9922054,0.002055422,0.003764444,0.0004311143,0.0005919499,0.0009516539],"domain_scores_gemma":[0.9958708,0.000393164,0.001353927,0.0009446606,0.0004848115,0.0009526234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002979316,0.00009820014,0.06792877,0.8893125,0.0001054145,0.00003408876,0.003431899,0.00002520552,0.000003865624,0.001124405,0.00284042,0.03506543],"study_design_scores_gemma":[0.002560544,0.0007250548,0.02517862,0.8971699,0.00006936039,0.001090947,0.02147727,0.000009084744,0.000006933447,0.0004805071,0.05080448,0.0004272441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07955088,0.8804961,0.0002321517,0.02428096,0.0007522017,0.0120129,0.0004187069,0.00008613599,0.002169944],"genre_scores_gemma":[0.9457225,0.04865474,0.0002592471,0.00471912,0.0001080183,0.0003321579,0.00002011203,0.0000731772,0.000110967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8661716,"threshold_uncertainty_score":0.9977829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04852115125765442,"score_gpt":0.3929353654732305,"score_spread":0.3444142142155761,"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."}}