{"id":"W2091865253","doi":"10.2196/jmir.1672","title":"A Holistic Framework to Improve the Uptake and Impact of eHealth Technologies","year":2011,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1268,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Global Health Research","funders":"University of Twente","keywords":"eHealth; Health care; Interdependence; Knowledge management; Digital health; Computer science; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06623226,0.002369139,0.002412212,0.01647121,0.003784907,0.01610815,0.003480929,0.006079184,0.003582494],"category_scores_gemma":[0.04475017,0.0007734306,0.003364434,0.01047865,0.0115067,0.0159255,0.01344762,0.004079476,0.0006225855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01798666,"about_ca_system_score_gemma":0.0411902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006221655,"about_ca_topic_score_gemma":0.008489517,"domain_scores_codex":[0.9417694,0.04267449,0.004931025,0.001829787,0.007287117,0.001508272],"domain_scores_gemma":[0.9551415,0.03498435,0.002143821,0.001433748,0.005299759,0.0009967353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008820256,0.0002042572,0.002286396,0.0449574,0.0005318001,0.0006979766,0.02430405,0.00386098,0.00113569,0.5437694,0.01221474,0.365949],"study_design_scores_gemma":[0.0002215504,0.0003874778,0.004911986,0.1080705,0.001953977,0.0008890933,0.03255884,0.004646713,0.001849229,0.4246557,0.4196821,0.0001727722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01882033,0.3355944,0.2779897,0.1394322,0.002592568,0.005610439,0.0008605003,0.000585218,0.2185147],"genre_scores_gemma":[0.2673041,0.140207,0.5691988,0.01154253,0.000512863,0.005909979,0.0006768397,0.00008996746,0.004557929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06623226,"threshold_uncertainty_score":0.3502739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3499249254897845,"score_gpt":0.6401260235780993,"score_spread":0.2902010980883148,"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."}}