{"id":"W4412648547","doi":"10.1093/eurjcn/zvaf122.065","title":"Barriers and facilitators of digital health intervention uptake among healthcare providers in cardiovascular disease prevention: qualitative results from a systematic review","year":2025,"lang":"en","type":"review","venue":"European Journal of Cardiovascular Nursing","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"World Heart Federation","keywords":"Medicine; Health care; Intervention (counseling); Qualitative research; Disease; Nursing; Family medicine; Medical emergency; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03069915,0.0006948978,0.01067377,0.0009943616,0.0001219244,0.0001000616,0.0003453329,0.0001616196,0.000002813548],"category_scores_gemma":[0.008393341,0.0005571503,0.008202955,0.001044774,0.0002141809,0.0004666886,0.00006824053,0.001247837,0.0000025744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218767,"about_ca_system_score_gemma":0.00543653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004934549,"about_ca_topic_score_gemma":0.000005782319,"domain_scores_codex":[0.9670344,0.02251831,0.007305178,0.0008214959,0.001747926,0.0005726742],"domain_scores_gemma":[0.9923747,0.000497097,0.00334262,0.001523055,0.0007778862,0.00148462],"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":[0.00005637522,0.00003844824,0.000005797063,0.5798769,0.005073248,0.0002350839,0.002346876,0.000005102166,7.275775e-10,0.000007821794,0.0001333098,0.412221],"study_design_scores_gemma":[0.00194774,0.0005123621,0.00009156329,0.9082052,0.009826274,0.0002702527,0.004797942,0.000002978648,1.031455e-8,0.00002495445,0.07403097,0.0002897944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007607182,0.9901663,0.001664281,0.0008424068,0.0006034488,0.005897276,0.0005367541,0.00002537315,0.0001880792],"genre_scores_gemma":[0.003858083,0.9952146,0.0001956889,0.00006407711,0.0002355898,0.00003675871,0.0002368206,0.00009692889,0.00006145961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4119313,"threshold_uncertainty_score":0.9999594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871750936962901,"score_gpt":0.3879012490584268,"score_spread":0.3291837396887978,"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."}}