{"id":"W2805313504","doi":"10.1016/j.jacc.2018.03.523","title":"Using Digital Health Technology to Better Generate Evidence and Deliver Evidence-Based Care","year":2018,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":344,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Janssen Pharmaceuticals; Duke Clinical Research Institute; Janssen Research and Development; Roche Diagnostics; GE Healthcare; St. Jude Medical; National Center for Advancing Translational Sciences; Janssen Biotech; Johnson and Johnson; Amgen; European Society of Cardiology; MyoKardia; Daiichi-Sankyo; Medicines Company; Medtronic; Canadian Cardiovascular Society; CSL Limited; Takeda Pharmaceuticals U.S.A.; Qualcomm; Alberta Innovates - Health Solutions; Ferring Pharmaceuticals; Novartis; Merck; GlaxoSmithKline; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Portola Pharmaceuticals; Bayer; Sanofi; American Heart Association","keywords":"Medicine; Health care; Digital health; Digital transformation; Health information technology; Quality (philosophy); Health care delivery; Public relations; Economic growth; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01198719,0.001182007,0.002899147,0.01116999,0.0005770268,0.003882344,0.00159536,0.002653202,0.007783622],"category_scores_gemma":[0.04292126,0.0005842464,0.003002489,0.007384152,0.001006048,0.004651762,0.002644527,0.002979466,0.0007365692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518979,"about_ca_system_score_gemma":0.00827213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502033,"about_ca_topic_score_gemma":0.01024832,"domain_scores_codex":[0.9922167,0.003158975,0.001740283,0.0004526924,0.002217194,0.0002141688],"domain_scores_gemma":[0.9601533,0.03381389,0.002728923,0.0006969343,0.002273775,0.0003332136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007420235,0.0001043338,0.0007394054,0.1950442,0.002749578,0.00008845705,0.000180381,0.0003045484,0.0002464269,0.005656359,0.009231948,0.7855801],"study_design_scores_gemma":[0.0003130586,0.000268374,0.004611827,0.4955811,0.0122556,0.0006892805,0.0005740179,0.0004649219,0.000639378,0.01257083,0.471942,0.00008963181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002348596,0.9959807,0.0004892612,0.001495921,0.0003819138,0.00008223515,0.0000737038,0.000009990251,0.001251336],"genre_scores_gemma":[0.003783008,0.9915774,0.002387486,0.001578155,0.0003082643,0.00006483936,0.00008631839,0.000003788152,0.0002106559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01198719,"threshold_uncertainty_score":0.06339508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.197763462290964,"score_gpt":0.4977140784508993,"score_spread":0.2999506161599353,"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."}}