{"id":"W2947362469","doi":"10.1136/bmjhci-2019-000023","title":"Interventions to improve the use of EMRs in primary health care: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ Health & Care Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University; Centre for Global Health Research","funders":"","keywords":"Meta-analysis; Psychological intervention; Systematic review; Medicine; Primary care; Primary health care; MEDLINE; Family medicine; Environmental health; Nursing; Political science; Internal medicine","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":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01187441,0.001012928,0.02170205,0.00143765,0.0006317601,0.00005153751,0.001021525,0.0006321147,0.00005172815],"category_scores_gemma":[0.001687454,0.000612805,0.003474348,0.003226996,0.00006561242,0.000336218,0.0006170704,0.002728694,0.0002045668],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006935984,"about_ca_system_score_gemma":0.02002677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004061015,"about_ca_topic_score_gemma":0.008180211,"domain_scores_codex":[0.9683205,0.009576646,0.01859793,0.0005580872,0.001090357,0.001856512],"domain_scores_gemma":[0.9766083,0.004030729,0.01445877,0.003243428,0.0009274523,0.0007312888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003510121,0.00002024237,0.000003743222,0.9567461,0.007640351,5.106049e-7,0.01545876,0.000003577683,1.453772e-10,0.00009364778,0.01072643,0.009303127],"study_design_scores_gemma":[0.0002556252,0.0004053128,0.000003837159,0.3943404,0.1775516,0.00001328645,0.005181242,0.000007293379,1.051574e-9,7.900456e-7,0.42181,0.000430675],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.098167e-7,0.9180591,0.0003297022,0.003733421,0.0004807444,0.07533458,0.001842639,0.00006356958,0.0001557048],"genre_scores_gemma":[0.000002031729,0.9493214,0.001458526,0.03372788,0.00006149467,0.01403512,0.0007308366,0.0001073341,0.0005553975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5624058,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3140493309592999,"score_gpt":0.551707207180734,"score_spread":0.237657876221434,"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."}}